Update README and fix broken links (#1846)

* Update README with new structure and AI focus

* Update AI section: AI-Powered Root Cause Analysis with agents

* updated links

* added an image to the API context

* some fixes to the readme

* Remove TODO comments - using real images

* Fix broken MCP Registry links in mcp/README.md

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

.github/workflows/mcp-publish.yml

@@ -0,0 +1,201 @@
+name: MCP Registry Publish
+
+on:
+  workflow_call:
+    inputs:
+      release_tag:
+        description: 'Release tag to publish (e.g., v52.13.0)'
+        type: string
+        required: true
+  workflow_dispatch:
+    inputs:
+      dry_run:
+        description: 'Dry run - generate server.json but skip actual publishing'
+        type: boolean
+        default: true
+      release_tag:
+        description: 'Release tag to publish (e.g., v52.13.0)'
+        type: string
+        required: true
+
+jobs:
+  mcp-publish:
+    name: Publish to MCP Registry
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write  # Required for OIDC authentication with MCP Registry
+      contents: read   # Required for checkout
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v4
+
+      - name: Determine version
+        id: version
+        shell: bash
+        run: |
+          # inputs.release_tag works for both workflow_call and workflow_dispatch
+          VERSION="${{ inputs.release_tag }}"
+          echo "tag=${VERSION}" >> "$GITHUB_OUTPUT"
+          echo "Publishing MCP server for version: ${VERSION}"
+
+      - name: Download SHA256 files from release
+        shell: bash
+        run: |
+          VERSION="${{ steps.version.outputs.tag }}"
+          mkdir -p bin
+          echo "Downloading SHA256 checksums from release ${VERSION}..."
+          for platform in darwin_arm64 darwin_amd64 linux_arm64 linux_amd64 windows_amd64; do
+            url="https://github.com/kubeshark/kubeshark/releases/download/${VERSION}/kubeshark-mcp_${platform}.mcpb.sha256"
+            echo "  Fetching ${platform}..."
+            if ! curl -sfL "${url}" -o "bin/kubeshark-mcp_${platform}.mcpb.sha256"; then
+              echo "::warning::Failed to download SHA256 for ${platform}"
+            fi
+          done
+          echo "Downloaded checksums:"
+          ls -la bin/*.sha256 2>/dev/null || echo "No SHA256 files found"
+
+      - name: Generate server.json
+        shell: bash
+        run: |
+          VERSION="${{ steps.version.outputs.tag }}"
+          CLEAN_VERSION="${VERSION#v}"
+
+          # Read SHA256 hashes
+          get_sha256() {
+            local file="bin/kubeshark-mcp_$1.mcpb.sha256"
+            if [ -f "$file" ]; then
+              awk '{print $1}' "$file"
+            else
+              echo "HASH_NOT_FOUND"
+            fi
+          }
+
+          DARWIN_ARM64_SHA256=$(get_sha256 "darwin_arm64")
+          DARWIN_AMD64_SHA256=$(get_sha256 "darwin_amd64")
+          LINUX_ARM64_SHA256=$(get_sha256 "linux_arm64")
+          LINUX_AMD64_SHA256=$(get_sha256 "linux_amd64")
+          WINDOWS_AMD64_SHA256=$(get_sha256 "windows_amd64")
+
+          echo "SHA256 hashes:"
+          echo "  darwin_arm64: ${DARWIN_ARM64_SHA256}"
+          echo "  darwin_amd64: ${DARWIN_AMD64_SHA256}"
+          echo "  linux_arm64:  ${LINUX_ARM64_SHA256}"
+          echo "  linux_amd64:  ${LINUX_AMD64_SHA256}"
+          echo "  windows_amd64: ${WINDOWS_AMD64_SHA256}"
+
+          # Generate server.json using jq for proper formatting
+          jq -n \
+            --arg version "$CLEAN_VERSION" \
+            --arg full_version "$VERSION" \
+            --arg darwin_arm64_sha "$DARWIN_ARM64_SHA256" \
+            --arg darwin_amd64_sha "$DARWIN_AMD64_SHA256" \
+            --arg linux_arm64_sha "$LINUX_ARM64_SHA256" \
+            --arg linux_amd64_sha "$LINUX_AMD64_SHA256" \
+            --arg windows_amd64_sha "$WINDOWS_AMD64_SHA256" \
+            '{
+              "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
+              "name": "io.github.kubeshark/mcp",
+              "displayName": "Kubeshark",
+              "description": "Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.",
+              "icon": "https://raw.githubusercontent.com/kubeshark/assets/refs/heads/master/logo/ico/icon.ico",
+              "repository": { "url": "https://github.com/kubeshark/kubeshark", "source": "github" },
+              "homepage": "https://kubeshark.com",
+              "license": "Apache-2.0",
+              "version": $version,
+              "authors": [{ "name": "Kubeshark", "url": "https://kubeshark.com" }],
+              "categories": ["kubernetes", "networking", "observability", "debugging", "security"],
+              "tags": ["kubernetes", "network", "traffic", "api", "http", "grpc", "kafka", "redis", "dns", "pcap", "wireshark", "tcpdump", "observability", "debugging", "microservices"],
+              "packages": [
+                { "registryType": "mcpb", "identifier": ("https://github.com/kubeshark/kubeshark/releases/download/" + $full_version + "/kubeshark-mcp_darwin_arm64.mcpb"), "fileSha256": $darwin_arm64_sha, "transport": { "type": "stdio" } },
+                { "registryType": "mcpb", "identifier": ("https://github.com/kubeshark/kubeshark/releases/download/" + $full_version + "/kubeshark-mcp_darwin_amd64.mcpb"), "fileSha256": $darwin_amd64_sha, "transport": { "type": "stdio" } },
+                { "registryType": "mcpb", "identifier": ("https://github.com/kubeshark/kubeshark/releases/download/" + $full_version + "/kubeshark-mcp_linux_arm64.mcpb"), "fileSha256": $linux_arm64_sha, "transport": { "type": "stdio" } },
+                { "registryType": "mcpb", "identifier": ("https://github.com/kubeshark/kubeshark/releases/download/" + $full_version + "/kubeshark-mcp_linux_amd64.mcpb"), "fileSha256": $linux_amd64_sha, "transport": { "type": "stdio" } },
+                { "registryType": "mcpb", "identifier": ("https://github.com/kubeshark/kubeshark/releases/download/" + $full_version + "/kubeshark-mcp_windows_amd64.mcpb"), "fileSha256": $windows_amd64_sha, "transport": { "type": "stdio" } }
+              ],
+              "tools": [
+                { "name": "check_kubeshark_status", "description": "Check if Kubeshark is currently running in the cluster.", "mode": "proxy" },
+                { "name": "start_kubeshark", "description": "Deploy Kubeshark to the Kubernetes cluster. Requires --allow-destructive flag.", "mode": "proxy", "destructive": true },
+                { "name": "stop_kubeshark", "description": "Remove Kubeshark from the Kubernetes cluster. Requires --allow-destructive flag.", "mode": "proxy", "destructive": true },
+                { "name": "list_workloads", "description": "List pods, services, namespaces, and nodes with observed L7 traffic.", "mode": "all" },
+                { "name": "list_api_calls", "description": "Query L7 API transactions (HTTP, gRPC, Redis, Kafka, DNS) with KFL filtering.", "mode": "all" },
+                { "name": "get_api_call", "description": "Get detailed information about a specific API call including headers and body.", "mode": "all" },
+                { "name": "get_api_stats", "description": "Get aggregated API statistics and metrics.", "mode": "all" },
+                { "name": "list_l4_flows", "description": "List L4 (TCP/UDP) network flows with traffic statistics.", "mode": "all" },
+                { "name": "get_l4_flow_summary", "description": "Get L4 connectivity summary including top talkers and cross-namespace traffic.", "mode": "all" },
+                { "name": "list_snapshots", "description": "List all PCAP snapshots.", "mode": "all" },
+                { "name": "create_snapshot", "description": "Create a new PCAP snapshot of captured traffic.", "mode": "all" },
+                { "name": "get_dissection_status", "description": "Check L7 protocol parsing status.", "mode": "all" },
+                { "name": "enable_dissection", "description": "Enable L7 protocol dissection.", "mode": "all" },
+                { "name": "disable_dissection", "description": "Disable L7 protocol dissection.", "mode": "all" }
+              ],
+              "prompts": [
+                { "name": "analyze_traffic", "description": "Analyze API traffic patterns and identify issues" },
+                { "name": "find_errors", "description": "Find and summarize API errors and failures" },
+                { "name": "trace_request", "description": "Trace a request path through microservices" },
+                { "name": "show_topology", "description": "Show service communication topology" },
+                { "name": "latency_analysis", "description": "Analyze latency patterns and identify slow endpoints" },
+                { "name": "security_audit", "description": "Audit traffic for security concerns" },
+                { "name": "compare_traffic", "description": "Compare traffic patterns between time periods" },
+                { "name": "debug_connection", "description": "Debug connectivity issues between services" }
+              ],
+              "configuration": {
+                "properties": {
+                  "url": { "type": "string", "description": "Direct URL to Kubeshark Hub (e.g., https://kubeshark.example.com). When set, connects directly without kubectl/proxy.", "examples": ["https://kubeshark.example.com", "http://localhost:8899"] },
+                  "kubeconfig": { "type": "string", "description": "Path to kubeconfig file for proxy mode.", "examples": ["~/.kube/config", "/path/to/.kube/config"] },
+                  "allow-destructive": { "type": "boolean", "description": "Enable destructive operations (start_kubeshark, stop_kubeshark). Default: false for safety.", "default": false }
+                }
+              },
+              "modes": {
+                "url": { "description": "Connect directly to an existing Kubeshark deployment via URL. Cluster management tools are disabled.", "args": ["mcp", "--url", "${url}"] },
+                "proxy": { "description": "Connect via kubectl port-forward. Requires kubeconfig access to the cluster.", "args": ["mcp", "--kubeconfig", "${kubeconfig}"] },
+                "proxy-destructive": { "description": "Proxy mode with destructive operations enabled.", "args": ["mcp", "--kubeconfig", "${kubeconfig}", "--allow-destructive"] }
+              }
+            }' > mcp/server.json
+
+          echo ""
+          echo "Generated server.json:"
+          cat mcp/server.json
+
+      - name: Install mcp-publisher
+        shell: bash
+        run: |
+          echo "Installing mcp-publisher..."
+          curl -sfL "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_linux_amd64.tar.gz" | tar xz
+          chmod +x mcp-publisher
+          sudo mv mcp-publisher /usr/local/bin/
+          echo "mcp-publisher installed successfully"
+
+      - name: Login to MCP Registry
+        if: github.event_name != 'workflow_dispatch' || github.event.inputs.dry_run != 'true'
+        shell: bash
+        run: mcp-publisher login github
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Publish to MCP Registry
+        if: github.event_name != 'workflow_dispatch' || github.event.inputs.dry_run != 'true'
+        shell: bash
+        run: |
+          cd mcp
+          echo "Publishing to MCP Registry..."
+          if ! mcp-publisher publish; then
+            echo "::error::Failed to publish to MCP Registry"
+            exit 1
+          fi
+          echo "Successfully published to MCP Registry"
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Dry-run summary
+        if: github.event_name == 'workflow_dispatch' && github.event.inputs.dry_run == 'true'
+        shell: bash
+        run: |
+          echo "=============================================="
+          echo "DRY RUN - Would publish the following server.json"
+          echo "=============================================="
+          cat mcp/server.json
+          echo ""
+          echo "=============================================="
+          echo "SHA256 checksums downloaded:"
+          echo "=============================================="
+          cat bin/*.sha256 2>/dev/null || echo "No SHA256 files found"

.github/workflows/release.yml

@@ -43,6 +43,23 @@ jobs:
         run: |
           echo '${{ steps.version.outputs.tag }}' >> bin/version.txt
 
+      - name: Create MCP Registry artifacts
+        shell: bash
+        run: |
+          cd bin
+          # Create .mcpb copies for MCP Registry (URL must contain "mcp")
+          for f in kubeshark_linux_amd64 kubeshark_linux_arm64 kubeshark_darwin_amd64 kubeshark_darwin_arm64; do
+            if [ -f "$f" ]; then
+              cp "$f" "${f/kubeshark_/kubeshark-mcp_}.mcpb"
+              shasum -a 256 "${f/kubeshark_/kubeshark-mcp_}.mcpb" > "${f/kubeshark_/kubeshark-mcp_}.mcpb.sha256"
+            fi
+          done
+          # Handle Windows executable
+          if [ -f "kubeshark.exe" ]; then
+            cp kubeshark.exe kubeshark-mcp_windows_amd64.mcpb
+            shasum -a 256 kubeshark-mcp_windows_amd64.mcpb > kubeshark-mcp_windows_amd64.mcpb.sha256
+          fi
+
       - name: Release
         uses: ncipollo/release-action@v1
         with:
@@ -52,16 +69,9 @@ jobs:
           prerelease: false
           bodyFile: 'bin/README.md'
 
-  brew:
-    name: Publish a new Homebrew formulae
+  mcp-publish:
+    name: Publish to MCP Registry
     needs: [release]
-    runs-on: ubuntu-latest
-    steps:
-      - name: Bump core homebrew formula
-        uses: mislav/bump-homebrew-formula-action@v3
-        with:
-          # A PR will be sent to github.com/Homebrew/homebrew-core to update this formula:
-          formula-name: kubeshark
-          push-to: kubeshark/homebrew-core
-        env:
-          COMMITTER_TOKEN: ${{ secrets.COMMITTER_TOKEN }}
+    uses: ./.github/workflows/mcp-publish.yml
+    with:
+      release_tag: ${{ needs.release.outputs.version }}

CONTRIBUTING.md

@@ -7,7 +7,7 @@ Please read and follow the guidelines below.
 
 ## Communication
 
-* Before starting work on a major feature, please reach out to us via [GitHub](https://github.com/kubeshark/kubeshark), [Discord](https://discord.gg/WkvRGMUcx7), [Slack](https://join.slack.com/t/kubeshark/shared_invite/zt-1k3sybpq9-uAhFkuPJiJftKniqrGHGhg), [email](mailto:info@kubeshark.co), etc. We will make sure no one else is already working on it. A _major feature_ is defined as any change that is > 100 LOC altered (not including tests), or changes any user-facing behavior
+* Before starting work on a major feature, please reach out to us via [GitHub](https://github.com/kubeshark/kubeshark), [Discord](https://discord.gg/WkvRGMUcx7), [Slack](https://join.slack.com/t/kubeshark/shared_invite/zt-1k3sybpq9-uAhFkuPJiJftKniqrGHGhg), [email](mailto:info@kubeshark.com), etc. We will make sure no one else is already working on it. A _major feature_ is defined as any change that is > 100 LOC altered (not including tests), or changes any user-facing behavior
 * Small patches and bug fixes don't need prior communication.
 
 ## Contribution Requirements

Makefile

@@ -74,6 +74,69 @@ clean: ## Clean all build artifacts.
 test: ## Run cli tests.
 	@go test ./... -coverpkg=./... -race -coverprofile=coverage.out -covermode=atomic
 
+test-integration: ## Run integration tests (requires Kubernetes cluster).
+	@echo "Running integration tests..."
+	@LOG_FILE=$$(mktemp /tmp/integration-test.XXXXXX.log); \
+	go test -tags=integration -timeout $${INTEGRATION_TIMEOUT:-5m} -v ./integration/... 2>&1 | tee $$LOG_FILE; \
+	status=$$?; \
+	echo ""; \
+	echo "========================================"; \
+	echo "         INTEGRATION TEST SUMMARY"; \
+	echo "========================================"; \
+	grep -E "^(--- PASS|--- FAIL|--- SKIP)" $$LOG_FILE || true; \
+	echo "----------------------------------------"; \
+	pass=$$(grep -c "^--- PASS" $$LOG_FILE 2>/dev/null || true); \
+	fail=$$(grep -c "^--- FAIL" $$LOG_FILE 2>/dev/null || true); \
+	skip=$$(grep -c "^--- SKIP" $$LOG_FILE 2>/dev/null || true); \
+	echo "PASSED:  $${pass:-0}"; \
+	echo "FAILED:  $${fail:-0}"; \
+	echo "SKIPPED: $${skip:-0}"; \
+	echo "========================================"; \
+	rm -f $$LOG_FILE; \
+	exit $$status
+
+test-integration-mcp: ## Run only MCP integration tests.
+	@echo "Running MCP integration tests..."
+	@LOG_FILE=$$(mktemp /tmp/integration-test.XXXXXX.log); \
+	go test -tags=integration -timeout $${INTEGRATION_TIMEOUT:-5m} -v ./integration/ -run "MCP" 2>&1 | tee $$LOG_FILE; \
+	status=$$?; \
+	echo ""; \
+	echo "========================================"; \
+	echo "         INTEGRATION TEST SUMMARY"; \
+	echo "========================================"; \
+	grep -E "^(--- PASS|--- FAIL|--- SKIP)" $$LOG_FILE || true; \
+	echo "----------------------------------------"; \
+	pass=$$(grep -c "^--- PASS" $$LOG_FILE 2>/dev/null || true); \
+	fail=$$(grep -c "^--- FAIL" $$LOG_FILE 2>/dev/null || true); \
+	skip=$$(grep -c "^--- SKIP" $$LOG_FILE 2>/dev/null || true); \
+	echo "PASSED:  $${pass:-0}"; \
+	echo "FAILED:  $${fail:-0}"; \
+	echo "SKIPPED: $${skip:-0}"; \
+	echo "========================================"; \
+	rm -f $$LOG_FILE; \
+	exit $$status
+
+test-integration-short: ## Run quick integration tests (skips long-running tests).
+	@echo "Running quick integration tests..."
+	@LOG_FILE=$$(mktemp /tmp/integration-test.XXXXXX.log); \
+	go test -tags=integration -timeout $${INTEGRATION_TIMEOUT:-2m} -short -v ./integration/... 2>&1 | tee $$LOG_FILE; \
+	status=$$?; \
+	echo ""; \
+	echo "========================================"; \
+	echo "         INTEGRATION TEST SUMMARY"; \
+	echo "========================================"; \
+	grep -E "^(--- PASS|--- FAIL|--- SKIP)" $$LOG_FILE || true; \
+	echo "----------------------------------------"; \
+	pass=$$(grep -c "^--- PASS" $$LOG_FILE 2>/dev/null || true); \
+	fail=$$(grep -c "^--- FAIL" $$LOG_FILE 2>/dev/null || true); \
+	skip=$$(grep -c "^--- SKIP" $$LOG_FILE 2>/dev/null || true); \
+	echo "PASSED:  $${pass:-0}"; \
+	echo "FAILED:  $${fail:-0}"; \
+	echo "SKIPPED: $${skip:-0}"; \
+	echo "========================================"; \
+	rm -f $$LOG_FILE; \
+	exit $$status
+
 lint: ## Lint the source code.
 	golangci-lint run
 
@@ -84,8 +147,10 @@ kubectl-view-kubeshark-resources: ## This command outputs all Kubernetes resourc
 	./kubectl.sh view-kubeshark-resources
 
 generate-helm-values: ## Generate the Helm values from config.yaml
-	mv ~/.kubeshark/config.yaml ~/.kubeshark/config.yaml.old; bin/kubeshark__ config>helm-chart/values.yaml;mv ~/.kubeshark/config.yaml.old ~/.kubeshark/config.yaml
-	sed -i 's/^license:.*/license: ""/' helm-chart/values.yaml && sed -i '1i # find a detailed description here: https://github.com/kubeshark/kubeshark/blob/master/helm-chart/README.md' helm-chart/values.yaml 
+# 	[ -f ~/.kubeshark/config.yaml ] && mv ~/.kubeshark/config.yaml ~/.kubeshark/config.yaml.old
+	bin/kubeshark__ config>helm-chart/values.yaml
+# 	[ -f ~/.kubeshark/config.yaml.old ] && mv ~/.kubeshark/config.yaml.old ~/.kubeshark/config.yaml
+# 	sed -i 's/^license:.*/license: ""/' helm-chart/values.yaml && sed -i '1i # find a detailed description here: https://github.com/kubeshark/kubeshark/blob/master/helm-chart/README.md' helm-chart/values.yaml 
 
 generate-manifests: ## Generate the manifests from the Helm chart using default configuration
 	helm template kubeshark -n default ./helm-chart > ./manifests/complete.yaml
@@ -189,8 +254,8 @@ release:
 	@make generate-helm-values && make generate-manifests
 	@git add -A . && git commit -m ":bookmark: Bump the Helm chart version to $(VERSION)" && git push
 	@git tag -d v$(VERSION); git tag v$(VERSION) && git push origin --tags
-	@cd helm-chart && rm -r ../../kubeshark.github.io/charts/chart/* && cp -r . ../../kubeshark.github.io/charts/chart/
-	@cd ../../kubeshark.github.io/ && git add -A . && git commit -m ":sparkles: Update the Helm chart" && git push
+	@rm -rf ../kubeshark.github.io/charts/chart && mkdir ../kubeshark.github.io/charts/chart && cp -r helm-chart/ ../kubeshark.github.io/charts/chart/
+	@cd ../kubeshark.github.io/ && git add -A . && git commit -m ":sparkles: Update the Helm chart" && git push
 	@cd ../kubeshark
 
 release-dry-run:
@@ -198,11 +263,14 @@ release-dry-run:
 	@cd ../tracer && git checkout master && git pull 
 	@cd ../hub && git checkout master && git pull
 	@cd ../front && git checkout master && git pull 
-	@cd ../kubeshark && git checkout master && git pull && sed -i "s/^version:.*/version: \"$(shell echo $(VERSION) | sed -E 's/^([0-9]+\.[0-9]+\.[0-9]+)\..*/\1/')\"/" helm-chart/Chart.yaml && make
+	@cd ../kubeshark && sed -i "s/^version:.*/version: \"$(shell echo $(VERSION) | sed -E 's/^([0-9]+\.[0-9]+\.[0-9]+)\..*/\1/')\"/" helm-chart/Chart.yaml && make
 	@if [ "$(shell uname)" = "Darwin" ]; then \
 		codesign --sign - --force --preserve-metadata=entitlements,requirements,flags,runtime ./bin/kubeshark__; \
 	fi
 	@make generate-helm-values && make generate-manifests
+	@rm -rf ../kubeshark.github.io/charts/chart && mkdir ../kubeshark.github.io/charts/chart && cp -r helm-chart/ ../kubeshark.github.io/charts/chart/
+	@cd ../kubeshark.github.io/
+	@cd ../kubeshark
 
 branch:
 	@cd ../worker && git checkout master && git pull && git checkout -b $(name); git push --set-upstream origin $(name)

README.md

@@ -1,86 +1,132 @@
 <p align="center">
-  <img src="https://raw.githubusercontent.com/kubeshark/assets/master/svg/kubeshark-logo.svg" alt="Kubeshark: Traffic analyzer for Kubernetes." height="128px"/>
+  <img src="https://raw.githubusercontent.com/kubeshark/assets/master/svg/kubeshark-logo.svg" alt="Kubeshark" height="120px"/>
 </p>
 
 <p align="center">
-    <a href="https://github.com/kubeshark/kubeshark/releases/latest">
-        <img alt="GitHub Latest Release" src="https://img.shields.io/github/v/release/kubeshark/kubeshark?logo=GitHub&style=flat-square">
-    </a>
-    <a href="https://hub.docker.com/r/kubeshark/worker">
-      <img alt="Docker pulls" src="https://img.shields.io/docker/pulls/kubeshark/worker?color=%23099cec&logo=Docker&style=flat-square">
-    </a>
-    <a href="https://hub.docker.com/r/kubeshark/worker">
-      <img alt="Image size" src="https://img.shields.io/docker/image-size/kubeshark/kubeshark/latest?logo=Docker&style=flat-square">
-    </a>
-    <a href="https://discord.gg/WkvRGMUcx7">
-      <img alt="Discord" src="https://img.shields.io/discord/1042559155224973352?logo=Discord&style=flat-square&label=discord">
-    </a>
-    <a href="https://join.slack.com/t/kubeshark/shared_invite/zt-1m90td3n7-VHxN_~V5kVp80SfQW3SfpA">
-      <img alt="Slack" src="https://img.shields.io/badge/slack-join_chat-green?logo=Slack&style=flat-square&label=slack">
-    </a>
+    <a href="https://github.com/kubeshark/kubeshark/releases/latest"><img alt="Release" src="https://img.shields.io/github/v/release/kubeshark/kubeshark?logo=GitHub&style=flat-square"></a>
+    <a href="https://hub.docker.com/r/kubeshark/worker"><img alt="Docker pulls" src="https://img.shields.io/docker/pulls/kubeshark/worker?color=%23099cec&logo=Docker&style=flat-square"></a>
+    <a href="https://discord.gg/WkvRGMUcx7"><img alt="Discord" src="https://img.shields.io/discord/1042559155224973352?logo=Discord&style=flat-square&label=discord"></a>
+    <a href="https://join.slack.com/t/kubeshark/shared_invite/zt-3jdcdgxdv-1qNkhBh9c6CFoE7bSPkpBQ"><img alt="Slack" src="https://img.shields.io/badge/slack-join_chat-green?logo=Slack&style=flat-square"></a>
 </p>
 
+<p align="center"><b>Network Intelligence for Kubernetes</b></p>
+
 <p align="center">
-  <b>
-    Want to see Kubeshark in action right now? Visit this
-    <a href="https://demo.kubeshark.co/">live demo deployment</a> of Kubeshark.
-  </b>
+  <a href="https://demo.kubeshark.com/">Live Demo</a> · <a href="https://docs.kubeshark.com">Docs</a>
 </p>
 
-**Kubeshark** is a network observability platform for Kubernetes, providing real-time, cluster-wide visibility into Kubernetes’ network. It enables users to inspect all internal and external cluster communications, API calls, and data in transit. Additionally, Kubeshark detects anomalies and emergent behaviors, trigger autonomous remediations, and generate deep network insights.
+---
 
-![Simple UI](https://github.com/kubeshark/assets/raw/master/png/kubeshark-ui.png)
+* **Cluster-wide, real-time visibility into every packet, API call, and service interaction.** 
+* Replay any moment in time. 
+* Resolve incidents at the speed of LLMs. 100% on-premises.
 
-Think [TCPDump](https://en.wikipedia.org/wiki/Tcpdump) and [Wireshark](https://www.wireshark.org/) reimagined for Kubernetes.
+![Kubeshark](https://github.com/kubeshark/assets/raw/master/png/stream.png)
 
-#### Service-Map w/Kubernetes Context
+---
 
-![Service Map with Kubernetes Context](https://github.com/kubeshark/assets/raw/master/png/kubeshark-servicemap.png)
+## Get Started
 
-#### Cluster-Wide PCAP Recording
-
-![Cluster-Wide PCAP Recording](https://github.com/kubeshark/assets/raw/master/png/pcap-recording.png)
-
-## Getting Started
-Download **Kubeshark**'s binary distribution [latest release](https://github.com/kubeshark/kubeshark/releases/latest) or use one of the following methods to deploy **Kubeshark**. The [web-based dashboard](https://docs.kubeshark.co/en/ui) should open in your browser, showing a real-time view of your cluster's traffic.
-
-### Homebrew
-
-[Homebrew](https://brew.sh/) :beer: users can install the Kubeshark CLI with:
-
-```shell
-brew install kubeshark
-kubeshark tap
-```
-
-To clean up:
-```shell
-kubeshark clean
-```
-
-### Helm
-
-Add the Helm repository and install the chart:
-
-```shell
-helm repo add kubeshark https://helm.kubeshark.co
+```bash
+helm repo add kubeshark https://helm.kubeshark.com
 helm install kubeshark kubeshark/kubeshark
 ```
-Follow the on-screen instructions how to connect to the dashboard.
 
-To clean up:
-```shell
-helm uninstall kubeshark
+Dashboard opens automatically. You're capturing traffic.
+
+**With AI** — connect your assistant and debug with natural language:
+
+```bash
+brew install kubeshark
+claude mcp add kubeshark -- kubeshark mcp
 ```
 
-## Building From Source
+> *"Why did checkout fail at 2:15 PM?"*
+> *"Which services have error rates above 1%?"*
 
-Clone this repository and run the `make` command to build it. After the build is complete, the executable can be found at `./bin/kubeshark`.
+[MCP setup guide →](https://docs.kubeshark.com/en/mcp)
 
-## Documentation
+---
 
-To learn more, read the [documentation](https://docs.kubeshark.co).
+## Why Kubeshark
+
+- **Instant root cause** — trace requests across services, see exact errors
+- **Zero instrumentation** — no code changes, no SDKs, just deploy
+- **Full payload capture** — request/response bodies, headers, timing
+- **TLS decryption** — see encrypted traffic without managing keys
+- **AI-ready** — query traffic with natural language via MCP
+
+---
+
+### Traffic Analysis and API Dissection
+
+Capture and inspect every API call across your cluster—HTTP, gRPC, Redis, Kafka, DNS, and more. Request/response matching with full payloads, parsed according to protocol specifications. Headers, timing, and complete context. Zero instrumentation required.
+
+![API context](https://github.com/kubeshark/assets/raw/master/png/api_context.png)
+
+[Learn more →](https://docs.kubeshark.com/en/v2/l7_api_dissection)
+
+### L4/L7 Workload Map
+
+Visualize how your services communicate. See dependencies, traffic flow, and identify anomalies at a glance.
+
+![Service Map](https://github.com/kubeshark/assets/raw/master/png/servicemap.png)
+
+[Learn more →](https://docs.kubeshark.com/en/v2/service_map)
+
+### AI-Powered Root Cause Analysis
+
+Resolve production issues in minutes instead of hours. Connect your AI assistant and investigate incidents using natural language. Build network-aware AI agents for forensics, monitoring, compliance, and security.
+
+> *"Why did checkout fail at 2:15 PM?"*
+> *"Which services have error rates above 1%?"*
+> *"Trace request abc123 through all services"*
+
+Works with Claude Code, Cursor, and any MCP-compatible AI.
+
+[MCP setup guide →](https://docs.kubeshark.com/en/mcp)
+
+### Traffic Retention
+
+Retain every packet. Take snapshots. Export PCAP files. Replay any moment in time.
+
+![Traffic Retention](https://github.com/kubeshark/assets/raw/master/png/snapshots.png)
+
+[Snapshots guide →](https://docs.kubeshark.com/en/v2/traffic_snapshots)
+
+---
+
+## Features
+
+| Feature | Description |
+|---------|-------------|
+| [**Raw Capture**](https://docs.kubeshark.com/en/v2/raw_capture) | Continuous cluster-wide packet capture with minimal overhead |
+| [**Traffic Snapshots**](https://docs.kubeshark.com/en/v2/traffic_snapshots) | Point-in-time snapshots, export as PCAP for Wireshark |
+| [**L7 API Dissection**](https://docs.kubeshark.com/en/v2/l7_api_dissection) | Request/response matching with full payloads and protocol parsing |
+| [**Protocol Support**](https://docs.kubeshark.com/en/protocols) | HTTP, gRPC, GraphQL, Redis, Kafka, DNS, and more |
+| [**TLS Decryption**](https://docs.kubeshark.com/en/encrypted_traffic) | eBPF-based decryption without key management |
+| [**AI-Powered Analysis**](https://docs.kubeshark.com/en/v2/ai_powered_analysis) | Query traffic with Claude, Cursor, or any MCP-compatible AI |
+| [**Display Filters**](https://docs.kubeshark.com/en/v2/kfl2) | Wireshark-inspired display filters for precise traffic analysis |
+| [**100% On-Premises**](https://docs.kubeshark.com/en/air_gapped) | Air-gapped support, no external dependencies |
+
+---
+
+## Install
+
+| Method | Command |
+|--------|---------|
+| Helm | `helm repo add kubeshark https://helm.kubeshark.com && helm install kubeshark kubeshark/kubeshark` |
+| Homebrew | `brew install kubeshark && kubeshark tap` |
+| Binary | [Download](https://github.com/kubeshark/kubeshark/releases/latest) |
+
+[Installation guide →](https://docs.kubeshark.com/en/install)
+
+---
 
 ## Contributing
 
-We :heart: pull requests! See [CONTRIBUTING.md](CONTRIBUTING.md) for the contribution guide.
+We welcome contributions. See [CONTRIBUTING.md](CONTRIBUTING.md).
+
+## License
+
+[Apache-2.0](LICENSE)

cmd/mcp.go

@@ -0,0 +1,125 @@
+package cmd
+
+import (
+	"github.com/kubeshark/kubeshark/config"
+	"github.com/spf13/cobra"
+)
+
+var mcpURL string
+var mcpKubeconfig string
+var mcpListTools bool
+var mcpConfig bool
+var mcpAllowDestructive bool
+
+var mcpCmd = &cobra.Command{
+	Use:   "mcp",
+	Short: "Run MCP (Model Context Protocol) server for AI assistant integration",
+	Long: `Run an MCP server over stdio that exposes Kubeshark's L7 API visibility
+to AI assistants like Claude Desktop.
+
+TOOLS PROVIDED:
+
+Cluster Management (work without Kubeshark running):
+  - check_kubeshark_status: Check if Kubeshark is running in the cluster
+  - start_kubeshark: Start Kubeshark to capture traffic
+  - stop_kubeshark: Stop Kubeshark and clean up resources
+
+Traffic Analysis (require Kubeshark running):
+  - list_workloads: Discover pods, services, namespaces, and nodes with L7 traffic
+  - list_api_calls: Query L7 API transactions (HTTP, gRPC, etc.)
+  - get_api_call: Get detailed information about a specific API call
+  - get_api_stats: Get aggregated API statistics
+
+CONFIGURATION:
+
+To use with Claude Desktop, add to your claude_desktop_config.json
+(typically at ~/Library/Application Support/Claude/claude_desktop_config.json):
+
+  {
+    "mcpServers": {
+      "kubeshark": {
+        "command": "/path/to/kubeshark",
+        "args": ["mcp", "--kubeconfig", "/Users/YOUR_USERNAME/.kube/config"]
+      }
+    }
+  }
+
+DIRECT URL MODE:
+
+If Kubeshark is already running and accessible via URL (e.g., exposed via ingress),
+you can connect directly without needing kubectl/kubeconfig:
+
+  {
+    "mcpServers": {
+      "kubeshark": {
+        "command": "/path/to/kubeshark",
+        "args": ["mcp", "--url", "https://kubeshark.example.com"]
+      }
+    }
+  }
+
+In URL mode, destructive tools (start/stop) are disabled since Kubeshark is
+managed externally. The check_kubeshark_status tool remains available to confirm connectivity.
+
+DESTRUCTIVE OPERATIONS:
+
+By default, destructive operations (start_kubeshark, stop_kubeshark) are disabled
+to prevent accidental cluster modifications. To enable them, use --allow-destructive:
+
+  {
+    "mcpServers": {
+      "kubeshark": {
+        "command": "/path/to/kubeshark",
+        "args": ["mcp", "--allow-destructive", "--kubeconfig", "/path/to/.kube/config"]
+      }
+    }
+  }
+
+CUSTOM SETTINGS:
+
+To use custom settings when starting Kubeshark, use the --set flag:
+
+  {
+    "mcpServers": {
+      "kubeshark": {
+        "command": "/path/to/kubeshark",
+        "args": ["mcp", "--set", "tap.docker.tag=v52.3"],
+        ...
+      }
+    }
+  }
+
+Multiple --set flags can be used for different settings.`,
+	RunE: func(cmd *cobra.Command, args []string) error {
+		// Handle --mcp-config flag
+		if mcpConfig {
+			printMCPConfig(mcpURL, mcpKubeconfig)
+			return nil
+		}
+
+		// Set kubeconfig path if provided
+		if mcpKubeconfig != "" {
+			config.Config.Kube.ConfigPathStr = mcpKubeconfig
+		}
+
+		// Handle --list-tools flag
+		if mcpListTools {
+			listMCPTools(mcpURL)
+			return nil
+		}
+
+		setFlags, _ := cmd.Flags().GetStringSlice(config.SetCommandName)
+		runMCPWithConfig(setFlags, mcpURL, mcpAllowDestructive)
+		return nil
+	},
+}
+
+func init() {
+	rootCmd.AddCommand(mcpCmd)
+
+	mcpCmd.Flags().StringVar(&mcpURL, "url", "", "Direct URL to Kubeshark (e.g., https://kubeshark.example.com). When set, connects directly without kubectl/proxy and disables start/stop tools.")
+	mcpCmd.Flags().StringVar(&mcpKubeconfig, "kubeconfig", "", "Path to kubeconfig file (e.g., /Users/me/.kube/config)")
+	mcpCmd.Flags().BoolVar(&mcpListTools, "list-tools", false, "List available MCP tools and exit")
+	mcpCmd.Flags().BoolVar(&mcpConfig, "mcp-config", false, "Print MCP client configuration JSON and exit")
+	mcpCmd.Flags().BoolVar(&mcpAllowDestructive, "allow-destructive", false, "Enable destructive operations (start_kubeshark, stop_kubeshark). Without this flag, only read-only traffic analysis tools are available.")
+}

cmd/mcp_test.go

@@ -0,0 +1,495 @@
+package cmd
+
+import (
+	"bytes"
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+)
+
+func newTestMCPServer() *mcpServer {
+	return &mcpServer{httpClient: &http.Client{}, stdin: &bytes.Buffer{}, stdout: &bytes.Buffer{}}
+}
+
+func sendRequest(s *mcpServer, method string, id any, params any) string {
+	req := jsonRPCRequest{
+		JSONRPC: "2.0",
+		ID:      id,
+		Method:  method,
+	}
+	if params != nil {
+		paramsBytes, _ := json.Marshal(params)
+		req.Params = paramsBytes
+	}
+
+	s.handleRequest(&req)
+
+	output := s.stdout.(*bytes.Buffer).String()
+	s.stdout.(*bytes.Buffer).Reset()
+	return output
+}
+
+func parseResponse(t *testing.T, output string) jsonRPCResponse {
+	var resp jsonRPCResponse
+	if err := json.Unmarshal([]byte(strings.TrimSpace(output)), &resp); err != nil {
+		t.Fatalf("Failed to parse response: %v\nOutput: %s", err, output)
+	}
+	return resp
+}
+
+func TestMCP_Initialize(t *testing.T) {
+	s := newTestMCPServer()
+	resp := parseResponse(t, sendRequest(s, "initialize", 1, nil))
+
+	if resp.ID != float64(1) || resp.Error != nil {
+		t.Fatalf("Expected ID 1 with no error, got ID=%v, error=%v", resp.ID, resp.Error)
+	}
+
+	result := resp.Result.(map[string]any)
+	if result["protocolVersion"] != "2024-11-05" {
+		t.Errorf("Expected protocolVersion 2024-11-05, got %v", result["protocolVersion"])
+	}
+	if result["serverInfo"].(map[string]any)["name"] != "kubeshark-mcp" {
+		t.Error("Expected server name kubeshark-mcp")
+	}
+	if !strings.Contains(result["instructions"].(string), "check_kubeshark_status") {
+		t.Error("Instructions should mention check_kubeshark_status")
+	}
+	if _, ok := result["capabilities"].(map[string]any)["prompts"]; !ok {
+		t.Error("Expected prompts capability")
+	}
+}
+
+func TestMCP_Ping(t *testing.T) {
+	resp := parseResponse(t, sendRequest(newTestMCPServer(), "ping", 42, nil))
+	if resp.ID != float64(42) || resp.Error != nil || len(resp.Result.(map[string]any)) != 0 {
+		t.Errorf("Expected ID 42, no error, empty result")
+	}
+}
+
+func TestMCP_InitializedNotification(t *testing.T) {
+	s := newTestMCPServer()
+	for _, method := range []string{"initialized", "notifications/initialized"} {
+		if output := sendRequest(s, method, nil, nil); output != "" {
+			t.Errorf("Expected no output for %s, got: %s", method, output)
+		}
+	}
+}
+
+func TestMCP_UnknownMethod(t *testing.T) {
+	resp := parseResponse(t, sendRequest(newTestMCPServer(), "unknown/method", 1, nil))
+	if resp.Error == nil || resp.Error.Code != -32601 {
+		t.Fatalf("Expected error code -32601, got %v", resp.Error)
+	}
+}
+
+func TestMCP_PromptsList(t *testing.T) {
+	resp := parseResponse(t, sendRequest(newTestMCPServer(), "prompts/list", 1, nil))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	prompts := resp.Result.(map[string]any)["prompts"].([]any)
+	if len(prompts) != 1 || prompts[0].(map[string]any)["name"] != "kubeshark_usage" {
+		t.Error("Expected 1 prompt named 'kubeshark_usage'")
+	}
+}
+
+func TestMCP_PromptsGet(t *testing.T) {
+	resp := parseResponse(t, sendRequest(newTestMCPServer(), "prompts/get", 1, map[string]any{"name": "kubeshark_usage"}))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	messages := resp.Result.(map[string]any)["messages"].([]any)
+	if len(messages) == 0 {
+		t.Fatal("Expected at least one message")
+	}
+	text := messages[0].(map[string]any)["content"].(map[string]any)["text"].(string)
+	for _, phrase := range []string{"check_kubeshark_status", "start_kubeshark", "stop_kubeshark"} {
+		if !strings.Contains(text, phrase) {
+			t.Errorf("Prompt should contain '%s'", phrase)
+		}
+	}
+}
+
+func TestMCP_PromptsGet_UnknownPrompt(t *testing.T) {
+	resp := parseResponse(t, sendRequest(newTestMCPServer(), "prompts/get", 1, map[string]any{"name": "unknown"}))
+	if resp.Error == nil || resp.Error.Code != -32602 {
+		t.Fatalf("Expected error code -32602, got %v", resp.Error)
+	}
+}
+
+func TestMCP_ToolsList_CLIOnly(t *testing.T) {
+	resp := parseResponse(t, sendRequest(newTestMCPServer(), "tools/list", 1, nil))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	tools := resp.Result.(map[string]any)["tools"].([]any)
+	if len(tools) != 1 || tools[0].(map[string]any)["name"] != "check_kubeshark_status" {
+		t.Error("Expected only check_kubeshark_status tool")
+	}
+}
+
+func TestMCP_ToolsList_WithDestructive(t *testing.T) {
+	s := &mcpServer{httpClient: &http.Client{}, stdin: &bytes.Buffer{}, stdout: &bytes.Buffer{}, allowDestructive: true}
+	resp := parseResponse(t, sendRequest(s, "tools/list", 1, nil))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	tools := resp.Result.(map[string]any)["tools"].([]any)
+	toolNames := make(map[string]bool)
+	for _, tool := range tools {
+		toolNames[tool.(map[string]any)["name"].(string)] = true
+	}
+	for _, expected := range []string{"check_kubeshark_status", "start_kubeshark", "stop_kubeshark"} {
+		if !toolNames[expected] {
+			t.Errorf("Missing expected tool: %s", expected)
+		}
+	}
+}
+
+func TestMCP_ToolsList_WithHubBackend(t *testing.T) {
+	mockServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/" || r.URL.Path == "" {
+			_, _ = w.Write([]byte(`{"name":"hub","tools":[{"name":"list_workloads","description":"","inputSchema":{}},{"name":"list_api_calls","description":"","inputSchema":{}}]}`))
+		}
+	}))
+	defer mockServer.Close()
+
+	s := &mcpServer{httpClient: &http.Client{}, stdin: &bytes.Buffer{}, stdout: &bytes.Buffer{}, hubBaseURL: mockServer.URL, backendInitialized: true, allowDestructive: true}
+	resp := parseResponse(t, sendRequest(s, "tools/list", 1, nil))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	tools := resp.Result.(map[string]any)["tools"].([]any)
+	// Should have CLI tools (3) + Hub tools (2) = 5 tools
+	if len(tools) < 5 {
+		t.Errorf("Expected at least 5 tools, got %d", len(tools))
+	}
+}
+
+func TestMCP_ToolsCallUnknownTool(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusNotFound)
+	})
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "unknown"}))
+	if !resp.Result.(map[string]any)["isError"].(bool) {
+		t.Error("Expected isError=true for unknown tool")
+	}
+}
+
+func TestMCP_ToolsCallInvalidParams(t *testing.T) {
+	s := newTestMCPServer()
+	req := jsonRPCRequest{JSONRPC: "2.0", ID: 1, Method: "tools/call", Params: json.RawMessage(`"invalid"`)}
+	s.handleRequest(&req)
+	resp := parseResponse(t, s.stdout.(*bytes.Buffer).String())
+	if resp.Error == nil || resp.Error.Code != -32602 {
+		t.Fatalf("Expected error code -32602")
+	}
+}
+
+func TestMCP_CheckKubesharkStatus(t *testing.T) {
+	for _, tc := range []struct {
+		name string
+		args map[string]any
+	}{
+		{"no_config", map[string]any{}},
+		{"with_namespace", map[string]any{"release_namespace": "custom-ns"}},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			resp := parseResponse(t, sendRequest(newTestMCPServer(), "tools/call", 1, mcpCallToolParams{Name: "check_kubeshark_status", Arguments: tc.args}))
+			if resp.Error != nil {
+				t.Fatalf("Unexpected error: %v", resp.Error)
+			}
+			content := resp.Result.(map[string]any)["content"].([]any)
+			if len(content) == 0 || content[0].(map[string]any)["text"].(string) == "" {
+				t.Error("Expected non-empty response")
+			}
+		})
+	}
+}
+
+func newTestMCPServerWithMockBackend(handler http.HandlerFunc) (*mcpServer, *httptest.Server) {
+	mockServer := httptest.NewServer(handler)
+	return &mcpServer{httpClient: &http.Client{}, stdin: &bytes.Buffer{}, stdout: &bytes.Buffer{}, hubBaseURL: mockServer.URL, backendInitialized: true}, mockServer
+}
+
+type hubToolCallRequest struct {
+	Tool      string         `json:"tool"`
+	Arguments map[string]any `json:"arguments"`
+}
+
+func newMockHubHandler(t *testing.T, handler func(req hubToolCallRequest) (string, int)) http.HandlerFunc {
+	return func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/tools/call" || r.Method != http.MethodPost {
+			w.WriteHeader(http.StatusNotFound)
+			return
+		}
+		var req hubToolCallRequest
+		_ = json.NewDecoder(r.Body).Decode(&req)
+		resp, status := handler(req)
+		w.WriteHeader(status)
+		_, _ = w.Write([]byte(resp))
+	}
+}
+
+func TestMCP_ListWorkloads(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(newMockHubHandler(t, func(req hubToolCallRequest) (string, int) {
+		if req.Tool != "list_workloads" {
+			t.Errorf("Expected tool 'list_workloads', got %s", req.Tool)
+		}
+		return `{"workloads": [{"name": "test-pod"}]}`, http.StatusOK
+	}))
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_workloads", Arguments: map[string]any{"type": "pod"}}))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	text := resp.Result.(map[string]any)["content"].([]any)[0].(map[string]any)["text"].(string)
+	if !strings.Contains(text, "test-pod") {
+		t.Errorf("Expected 'test-pod' in response")
+	}
+}
+
+func TestMCP_ListAPICalls(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(newMockHubHandler(t, func(req hubToolCallRequest) (string, int) {
+		if req.Tool != "list_api_calls" {
+			t.Errorf("Expected tool 'list_api_calls', got %s", req.Tool)
+		}
+		return `{"calls": [{"id": "123", "path": "/api/users"}]}`, http.StatusOK
+	}))
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_api_calls", Arguments: map[string]any{"proto": "http"}}))
+	if resp.Error != nil {
+		t.Fatalf("Unexpected error: %v", resp.Error)
+	}
+	if !strings.Contains(resp.Result.(map[string]any)["content"].([]any)[0].(map[string]any)["text"].(string), "/api/users") {
+		t.Error("Expected '/api/users' in response")
+	}
+}
+
+func TestMCP_GetAPICall(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(newMockHubHandler(t, func(req hubToolCallRequest) (string, int) {
+		if req.Tool != "get_api_call" || req.Arguments["id"] != "abc123" {
+			t.Errorf("Expected get_api_call with id=abc123")
+		}
+		return `{"id": "abc123", "path": "/api/orders"}`, http.StatusOK
+	}))
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "get_api_call", Arguments: map[string]any{"id": "abc123"}}))
+	if resp.Error != nil || !strings.Contains(resp.Result.(map[string]any)["content"].([]any)[0].(map[string]any)["text"].(string), "abc123") {
+		t.Error("Expected response containing 'abc123'")
+	}
+}
+
+func TestMCP_GetAPICall_MissingID(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(newMockHubHandler(t, func(req hubToolCallRequest) (string, int) {
+		return `{"error": "id is required"}`, http.StatusBadRequest
+	}))
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "get_api_call", Arguments: map[string]any{}}))
+	if !resp.Result.(map[string]any)["isError"].(bool) {
+		t.Error("Expected isError=true")
+	}
+}
+
+func TestMCP_GetAPIStats(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(newMockHubHandler(t, func(req hubToolCallRequest) (string, int) {
+		if req.Tool != "get_api_stats" {
+			t.Errorf("Expected get_api_stats")
+		}
+		return `{"stats": {"total_calls": 1000}}`, http.StatusOK
+	}))
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "get_api_stats", Arguments: map[string]any{"ns": "prod"}}))
+	if resp.Error != nil || !strings.Contains(resp.Result.(map[string]any)["content"].([]any)[0].(map[string]any)["text"].(string), "total_calls") {
+		t.Error("Expected 'total_calls' in response")
+	}
+}
+
+func TestMCP_APITools_BackendError(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusInternalServerError)
+	})
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_workloads"}))
+	if !resp.Result.(map[string]any)["isError"].(bool) {
+		t.Error("Expected isError=true for backend error")
+	}
+}
+
+func TestMCP_APITools_BackendConnectionError(t *testing.T) {
+	s := &mcpServer{httpClient: &http.Client{}, stdin: &bytes.Buffer{}, stdout: &bytes.Buffer{}, hubBaseURL: "http://localhost:99999", backendInitialized: true}
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_workloads"}))
+	if !resp.Result.(map[string]any)["isError"].(bool) {
+		t.Error("Expected isError=true for connection error")
+	}
+}
+
+func TestMCP_RunLoop_ParseError(t *testing.T) {
+	output := &bytes.Buffer{}
+	s := &mcpServer{httpClient: &http.Client{}, stdin: strings.NewReader("invalid\n"), stdout: output}
+	s.run()
+	if resp := parseResponse(t, output.String()); resp.Error == nil || resp.Error.Code != -32700 {
+		t.Fatalf("Expected error code -32700")
+	}
+}
+
+func TestMCP_RunLoop_MultipleRequests(t *testing.T) {
+	output := &bytes.Buffer{}
+	s := &mcpServer{httpClient: &http.Client{}, stdin: strings.NewReader(`{"jsonrpc":"2.0","id":1,"method":"ping"}
+{"jsonrpc":"2.0","id":2,"method":"ping"}
+`), stdout: output}
+	s.run()
+	if lines := strings.Split(strings.TrimSpace(output.String()), "\n"); len(lines) != 2 {
+		t.Fatalf("Expected 2 responses, got %d", len(lines))
+	}
+}
+
+func TestMCP_RunLoop_EmptyLines(t *testing.T) {
+	output := &bytes.Buffer{}
+	s := &mcpServer{httpClient: &http.Client{}, stdin: strings.NewReader("\n\n{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"ping\"}\n"), stdout: output}
+	s.run()
+	if lines := strings.Split(strings.TrimSpace(output.String()), "\n"); len(lines) != 1 {
+		t.Fatalf("Expected 1 response, got %d", len(lines))
+	}
+}
+
+func TestMCP_ResponseFormat(t *testing.T) {
+	s := newTestMCPServer()
+	// Numeric ID
+	if resp := parseResponse(t, sendRequest(s, "ping", 123, nil)); resp.ID != float64(123) || resp.JSONRPC != "2.0" {
+		t.Errorf("Expected ID 123 and jsonrpc 2.0")
+	}
+	// String ID
+	if resp := parseResponse(t, sendRequest(s, "ping", "str", nil)); resp.ID != "str" {
+		t.Errorf("Expected ID 'str'")
+	}
+}
+
+func TestMCP_ToolCallResult_ContentFormat(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(func(w http.ResponseWriter, r *http.Request) {
+		_, _ = w.Write([]byte(`{"data": "test"}`))
+	})
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_workloads"}))
+	content := resp.Result.(map[string]any)["content"].([]any)
+	if len(content) == 0 || content[0].(map[string]any)["type"] != "text" {
+		t.Error("Expected content with type=text")
+	}
+}
+
+func TestMCP_CommandArgs(t *testing.T) {
+	// Test start command args building
+	for _, tc := range []struct {
+		args     map[string]any
+		expected string
+	}{
+		{map[string]any{}, "tap --set headless=true"},
+		{map[string]any{"pod_regex": "nginx.*"}, "tap nginx.* --set headless=true"},
+		{map[string]any{"namespaces": "default"}, "tap -n default --set headless=true"},
+		{map[string]any{"release_namespace": "ks"}, "tap -s ks --set headless=true"},
+	} {
+		cmdArgs := []string{"tap"}
+		if v, _ := tc.args["pod_regex"].(string); v != "" {
+			cmdArgs = append(cmdArgs, v)
+		}
+		if v, _ := tc.args["namespaces"].(string); v != "" {
+			for _, ns := range strings.Split(v, ",") {
+				cmdArgs = append(cmdArgs, "-n", strings.TrimSpace(ns))
+			}
+		}
+		if v, _ := tc.args["release_namespace"].(string); v != "" {
+			cmdArgs = append(cmdArgs, "-s", v)
+		}
+		cmdArgs = append(cmdArgs, "--set", "headless=true")
+		if got := strings.Join(cmdArgs, " "); got != tc.expected {
+			t.Errorf("Expected %q, got %q", tc.expected, got)
+		}
+	}
+}
+
+func TestMCP_PrettyPrintJSON(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(func(w http.ResponseWriter, r *http.Request) {
+		_, _ = w.Write([]byte(`{"key":"value"}`))
+	})
+	defer mockServer.Close()
+
+	resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_workloads"}))
+	text := resp.Result.(map[string]any)["content"].([]any)[0].(map[string]any)["text"].(string)
+	if !strings.Contains(text, "\n") {
+		t.Error("Expected pretty-printed JSON")
+	}
+}
+
+func TestMCP_SpecialCharsAndEdgeCases(t *testing.T) {
+	s, mockServer := newTestMCPServerWithMockBackend(func(w http.ResponseWriter, r *http.Request) {
+		_, _ = w.Write([]byte(`{}`))
+	})
+	defer mockServer.Close()
+
+	// Test special chars, empty args, nil args
+	for _, args := range []map[string]any{
+		{"path": "/api?id=123"},
+		{"id": "abc/123"},
+		{},
+		nil,
+	} {
+		resp := parseResponse(t, sendRequest(s, "tools/call", 1, mcpCallToolParams{Name: "list_workloads", Arguments: args}))
+		if resp.Error != nil {
+			t.Errorf("Unexpected error with args %v: %v", args, resp.Error)
+		}
+	}
+}
+
+func TestMCP_BackendInitialization_Concurrent(t *testing.T) {
+	s := newTestMCPServer()
+	done := make(chan bool, 10)
+	for i := 0; i < 10; i++ {
+		go func() { s.ensureBackendConnection(); done <- true }()
+	}
+	for i := 0; i < 10; i++ {
+		<-done
+	}
+}
+
+func TestMCP_FullConversation(t *testing.T) {
+	mockServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/" {
+			_, _ = w.Write([]byte(`{"name":"hub","tools":[{"name":"list_workloads","description":"","inputSchema":{}}]}`))
+		} else if r.URL.Path == "/tools/call" {
+			_, _ = w.Write([]byte(`{"data":"ok"}`))
+		}
+	}))
+	defer mockServer.Close()
+
+	input := `{"jsonrpc":"2.0","id":1,"method":"initialize"}
+{"jsonrpc":"2.0","method":"notifications/initialized"}
+{"jsonrpc":"2.0","id":2,"method":"tools/list"}
+{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"list_workloads","arguments":{}}}
+`
+	output := &bytes.Buffer{}
+	s := &mcpServer{httpClient: &http.Client{}, stdin: strings.NewReader(input), stdout: output, hubBaseURL: mockServer.URL, backendInitialized: true}
+	s.run()
+
+	lines := strings.Split(strings.TrimSpace(output.String()), "\n")
+	if len(lines) != 3 { // 3 responses (notification has no response)
+		t.Errorf("Expected 3 responses, got %d", len(lines))
+	}
+	for i, line := range lines {
+		var resp jsonRPCResponse
+		if err := json.Unmarshal([]byte(line), &resp); err != nil || resp.Error != nil {
+			t.Errorf("Response %d: parse error or unexpected error", i)
+		}
+	}
+}

cmd/pcapDumpRunner.go

@@ -24,7 +24,7 @@ import (
 )
 
 const (
-	label                 = "app.kubeshark.co/app=worker"
+	label                 = "app.kubeshark.com/app=worker"
 	srcDir                = "pcapdump"
 	maxSnaplen     uint32 = 262144
 	maxTimePerFile        = time.Minute * 5

config/config.go

@@ -58,6 +58,7 @@ func InitConfig(cmd *cobra.Command) error {
 		"pro",
 		"manifests",
 		"license",
+		"mcp",
 	}, cmd.Use) {
 		go version.CheckNewerVersion()
 	}

config/configStruct.go

@@ -116,6 +116,7 @@ func CreateDefaultConfig() ConfigStruct {
 							},
 							CanUpdateTargetedPods:   true,
 							CanStopTrafficCapturing: true,
+							CanControlDissection:    true,
 							ShowAdminConsoleLink:    true,
 						},
 					},
@@ -137,6 +138,10 @@ func CreateDefaultConfig() ConfigStruct {
 				"ldap",
 				"radius",
 				"diameter",
+				"udp-flow",
+				"tcp-flow",
+				"udp-conn",
+				"tcp-conn",
 			},
 			PortMapping: configStructs.PortMapping{
 				HTTP:     []uint16{80, 443, 8080},
@@ -149,6 +154,12 @@ func CreateDefaultConfig() ConfigStruct {
 			Dashboard: configStructs.DashboardConfig{
 				CompleteStreamingEnabled: true,
 			},
+			Capture: configStructs.CaptureConfig{
+				Dissection: configStructs.DissectionConfig{
+					Enabled:   true,
+					StopAfter: "5m",
+				},
+			},
 		},
 	}
 }
@@ -171,10 +182,10 @@ type ConfigStruct struct {
 	DumpLogs             bool                          `yaml:"dumpLogs" json:"dumpLogs" default:"false"`
 	HeadlessMode         bool                          `yaml:"headless" json:"headless" default:"false"`
 	License              string                        `yaml:"license" json:"license" default:""`
+	CloudApiUrl          string                        `yaml:"cloudApiUrl" json:"cloudApiUrl" default:"https://api.kubeshark.com"`
 	CloudLicenseEnabled  bool                          `yaml:"cloudLicenseEnabled" json:"cloudLicenseEnabled" default:"true"`
-	AiAssistantEnabled   bool                          `yaml:"aiAssistantEnabled" json:"aiAssistantEnabled" default:"true"`
 	DemoModeEnabled      bool                          `yaml:"demoModeEnabled" json:"demoModeEnabled" default:"false"`
-	SupportChatEnabled   bool                          `yaml:"supportChatEnabled" json:"supportChatEnabled" default:"true"`
+	SupportChatEnabled   bool                          `yaml:"supportChatEnabled" json:"supportChatEnabled" default:"false"`
 	BetaEnabled          bool                          `yaml:"betaEnabled" json:"betaEnabled" default:"false"`
 	InternetConnectivity bool                          `yaml:"internetConnectivity" json:"internetConnectivity" default:"true"`
 	Scripting            configStructs.ScriptingConfig `yaml:"scripting" json:"scripting"`

config/configStructs/scriptingConfig.go

@@ -12,6 +12,7 @@ import (
 )
 
 type ScriptingConfig struct {
+	Enabled      bool                   `yaml:"enabled" json:"enabled" default:"false"`
 	Env          map[string]interface{} `yaml:"env" json:"env" default:"{}"`
 	Source       string                 `yaml:"source" json:"source" default:""`
 	Sources      []string               `yaml:"sources" json:"sources" default:"[]"`

config/configStructs/tapConfig.go

@@ -167,6 +167,7 @@ type Role struct {
 	ScriptingPermissions    ScriptingPermissions `yaml:"scriptingPermissions" json:"scriptingPermissions"`
 	CanUpdateTargetedPods   bool                 `yaml:"canUpdateTargetedPods" json:"canUpdateTargetedPods" default:"false"`
 	CanStopTrafficCapturing bool                 `yaml:"canStopTrafficCapturing" json:"canStopTrafficCapturing" default:"false"`
+	CanControlDissection    bool                 `yaml:"canControlDissection" json:"canControlDissection" default:"false"`
 	ShowAdminConsoleLink    bool                 `yaml:"showAdminConsoleLink" json:"showAdminConsoleLink" default:"false"`
 }
 
@@ -188,6 +189,7 @@ type IngressConfig struct {
 	Enabled     bool                    `yaml:"enabled" json:"enabled" default:"false"`
 	ClassName   string                  `yaml:"className" json:"className" default:""`
 	Host        string                  `yaml:"host" json:"host" default:"ks.svc.cluster.local"`
+	Path        string                  `yaml:"path" json:"path" default:"/"`
 	TLS         []networking.IngressTLS `yaml:"tls" json:"tls" default:"[]"`
 	Annotations map[string]string       `yaml:"annotations" json:"annotations" default:"{}"`
 }
@@ -197,7 +199,8 @@ type RoutingConfig struct {
 }
 
 type DashboardConfig struct {
-	CompleteStreamingEnabled bool `yaml:"completeStreamingEnabled" json:"completeStreamingEnabled" default:"true"`
+	StreamingType            string `yaml:"streamingType" json:"streamingType" default:"connect-rpc"`
+	CompleteStreamingEnabled bool   `yaml:"completeStreamingEnabled" json:"completeStreamingEnabled" default:"true"`
 }
 
 type FrontRoutingConfig struct {
@@ -205,7 +208,7 @@ type FrontRoutingConfig struct {
 }
 
 type ReleaseConfig struct {
-	Repo      string `yaml:"repo" json:"repo" default:"https://helm.kubeshark.co"`
+	Repo      string `yaml:"repo" json:"repo" default:"https://helm.kubeshark.com"`
 	Name      string `yaml:"name" json:"name" default:"kubeshark"`
 	Namespace string `yaml:"namespace" json:"namespace" default:"default"`
 }
@@ -249,8 +252,8 @@ type PprofConfig struct {
 
 type MiscConfig struct {
 	JsonTTL                     string `yaml:"jsonTTL" json:"jsonTTL" default:"5m"`
-	PcapTTL                     string `yaml:"pcapTTL" json:"pcapTTL" default:"10s"`
-	PcapErrorTTL                string `yaml:"pcapErrorTTL" json:"pcapErrorTTL" default:"60s"`
+	PcapTTL                     string `yaml:"pcapTTL" json:"pcapTTL" default:"0"`
+	PcapErrorTTL                string `yaml:"pcapErrorTTL" json:"pcapErrorTTL" default:"0"`
 	TrafficSampleRate           int    `yaml:"trafficSampleRate" json:"trafficSampleRate" default:"100"`
 	TcpStreamChannelTimeoutMs   int    `yaml:"tcpStreamChannelTimeoutMs" json:"tcpStreamChannelTimeoutMs" default:"10000"`
 	TcpStreamChannelTimeoutShow bool   `yaml:"tcpStreamChannelTimeoutShow" json:"tcpStreamChannelTimeoutShow" default:"false"`
@@ -261,7 +264,7 @@ type MiscConfig struct {
 }
 
 type PcapDumpConfig struct {
-	PcapDumpEnabled  bool   `yaml:"enabled" json:"enabled" default:"true"`
+	PcapDumpEnabled  bool   `yaml:"enabled" json:"enabled" default:"false"`
 	PcapTimeInterval string `yaml:"timeInterval" json:"timeInterval" default:"1m"`
 	PcapMaxTime      string `yaml:"maxTime" json:"maxTime" default:"1h"`
 	PcapMaxSize      string `yaml:"maxSize" json:"maxSize" default:"500MB"`
@@ -298,6 +301,34 @@ type SeLinuxOptionsConfig struct {
 	User  string `yaml:"user" json:"user"`
 }
 
+type RawCaptureConfig struct {
+	Enabled     bool   `yaml:"enabled" json:"enabled" default:"true"`
+	StorageSize string `yaml:"storageSize" json:"storageSize" default:"1Gi"`
+}
+
+type SnapshotsConfig struct {
+	StorageClass string `yaml:"storageClass" json:"storageClass" default:""`
+	StorageSize  string `yaml:"storageSize" json:"storageSize" default:"20Gi"`
+}
+
+type DelayedDissectionConfig struct {
+	Image  string `yaml:"image" json:"image" default:"kubeshark/worker:master"`
+	CPU    string `yaml:"cpu" json:"cpu" default:"1"`
+	Memory string `yaml:"memory" json:"memory" default:"4Gi"`
+}
+
+type DissectionConfig struct {
+	Enabled   bool   `yaml:"enabled" json:"enabled" default:"true"`
+	StopAfter string `yaml:"stopAfter" json:"stopAfter" default:"5m"`
+}
+
+type CaptureConfig struct {
+	Dissection  DissectionConfig `yaml:"dissection" json:"dissection"`
+	CaptureSelf bool             `yaml:"captureSelf" json:"captureSelf" default:"false"`
+	Raw         RawCaptureConfig `yaml:"raw" json:"raw"`
+	DbMaxSize   string           `yaml:"dbMaxSize" json:"dbMaxSize" default:"500Mi"`
+}
+
 type TapConfig struct {
 	Docker                         DockerConfig            `yaml:"docker" json:"docker"`
 	Proxy                          ProxyConfig             `yaml:"proxy" json:"proxy"`
@@ -305,14 +336,16 @@ type TapConfig struct {
 	Namespaces                     []string                `yaml:"namespaces" json:"namespaces" default:"[]"`
 	ExcludedNamespaces             []string                `yaml:"excludedNamespaces" json:"excludedNamespaces" default:"[]"`
 	BpfOverride                    string                  `yaml:"bpfOverride" json:"bpfOverride" default:""`
-	Stopped                        bool                    `yaml:"stopped" json:"stopped" default:"false"`
+	Capture                        CaptureConfig           `yaml:"capture" json:"capture"`
+	DelayedDissection              DelayedDissectionConfig `yaml:"delayedDissection" json:"delayedDissection"`
+	Snapshots                      SnapshotsConfig         `yaml:"snapshots" json:"snapshots"`
 	Release                        ReleaseConfig           `yaml:"release" json:"release"`
 	PersistentStorage              bool                    `yaml:"persistentStorage" json:"persistentStorage" default:"false"`
 	PersistentStorageStatic        bool                    `yaml:"persistentStorageStatic" json:"persistentStorageStatic" default:"false"`
 	PersistentStoragePvcVolumeMode string                  `yaml:"persistentStoragePvcVolumeMode" json:"persistentStoragePvcVolumeMode" default:"FileSystem"`
 	EfsFileSytemIdAndPath          string                  `yaml:"efsFileSytemIdAndPath" json:"efsFileSytemIdAndPath" default:""`
 	Secrets                        []string                `yaml:"secrets" json:"secrets" default:"[]"`
-	StorageLimit                   string                  `yaml:"storageLimit" json:"storageLimit" default:"5Gi"`
+	StorageLimit                   string                  `yaml:"storageLimit" json:"storageLimit" default:"10Gi"`
 	StorageClass                   string                  `yaml:"storageClass" json:"storageClass" default:"standard"`
 	DryRun                         bool                    `yaml:"dryRun" json:"dryRun" default:"false"`
 	DnsConfig                      DnsConfig               `yaml:"dns" json:"dns"`
@@ -338,7 +371,7 @@ type TapConfig struct {
 	Watchdog                       WatchdogConfig          `yaml:"watchdog" json:"watchdog"`
 	Gitops                         GitopsConfig            `yaml:"gitops" json:"gitops"`
 	Sentry                         SentryConfig            `yaml:"sentry" json:"sentry"`
-	DefaultFilter                  string                  `yaml:"defaultFilter" json:"defaultFilter" default:"!dns and !error"`
+	DefaultFilter                  string                  `yaml:"defaultFilter" json:"defaultFilter" default:""`
 	LiveConfigMapChangesDisabled   bool                    `yaml:"liveConfigMapChangesDisabled" json:"liveConfigMapChangesDisabled" default:"false"`
 	GlobalFilter                   string                  `yaml:"globalFilter" json:"globalFilter" default:""`
 	EnabledDissectors              []string                `yaml:"enabledDissectors" json:"enabledDissectors"`
@@ -349,6 +382,7 @@ type TapConfig struct {
 	Misc                           MiscConfig              `yaml:"misc" json:"misc"`
 	SecurityContext                SecurityContextConfig   `yaml:"securityContext" json:"securityContext"`
 	MountBpf                       bool                    `yaml:"mountBpf" json:"mountBpf" default:"true"`
+	HostNetwork                    bool                    `yaml:"hostNetwork" json:"hostNetwork" default:"true"`
 }
 
 func (config *TapConfig) PodRegex() *regexp.Regexp {

helm-chart/Chart.yaml

@@ -1,8 +1,8 @@
 apiVersion: v2
 name: kubeshark
-version: "52.8.0"
+version: "52.12.0"
 description: The API Traffic Analyzer for Kubernetes
-home: https://kubeshark.co
+home: https://kubeshark.com
 keywords:
   - kubeshark
   - packet capture
@@ -16,9 +16,9 @@ keywords:
   - api
 kubeVersion: '>= 1.16.0-0'
 maintainers:
-  - email: info@kubeshark.co
+  - email: support@kubeshark.com
     name: Kubeshark
-    url: https://kubeshark.co
+    url: https://kubeshark.com
 sources:
   - https://github.com/kubeshark/kubeshark/tree/master/helm-chart
 type: application

helm-chart/README.md

@@ -5,7 +5,7 @@
 Add the Helm repo for Kubeshark:
 
 ```shell
-helm repo add kubeshark https://helm.kubeshark.co
+helm repo add kubeshark https://helm.kubeshark.com
 ```
 
 then install Kubeshark:
@@ -69,7 +69,7 @@ When it's necessary, you can use:
 --set license=YOUR_LICENSE_GOES_HERE
 ```
 
-Get your license from Kubeshark's [Admin Console](https://console.kubeshark.co/).
+Get your license from Kubeshark's [Admin Console](https://console.kubeshark.com/).
 
 ## Installing with Ingress (EKS) enabled
 
@@ -112,7 +112,7 @@ Example for overriding image names:
 
 ```yaml
   docker:
-    overrideImage: 
+    overrideImage:
       worker: docker.io/kubeshark/worker:v52.3.87
       front:  docker.io/kubeshark/front:v52.3.87
       hub:    docker.io/kubeshark/hub:v52.3.87
@@ -120,114 +120,122 @@ Example for overriding image names:
 
 ## Configuration
 
-| Parameter                                 | Description                                   | Default                                                 |
-|-------------------------------------------|-----------------------------------------------|---------------------------------------------------------|
-| `tap.docker.registry`                     | Docker registry to pull from                  | `docker.io/kubeshark`                                   |
-| `tap.docker.tag`                          | Tag of the Docker images                      | `latest`                                                |
-| `tap.docker.tagLocked`                    | Lock the Docker image tags to prevent automatic upgrades to the latest branch image version. | `true`   |
-| `tap.docker.tagLocked`                    | If `false` - use latest minor tag             | `true`                                                  |
-| `tap.docker.imagePullPolicy`              | Kubernetes image pull policy                  | `Always`                                                |
-| `tap.docker.imagePullSecrets`             | Kubernetes secrets to pull the images         | `[]`                                                    |
-| `tap.docker.overrideImage`                | Can be used to directly override image names  | `""`                                                    |
-| `tap.docker.overrideTag`                  | Can be used to override image tags            | `""`                                                    |
-| `tap.proxy.hub.srvPort`                   | Hub server port. Change if already occupied.  | `8898`                                                  |
-| `tap.proxy.worker.srvPort`                | Worker server port. Change if already occupied.| `48999`                                                |
-| `tap.proxy.front.port`                    | Front service port. Change if already occupied.| `8899`                                                 |
-| `tap.proxy.host`                          | Change to 0.0.0.0 top open up to the world.   | `127.0.0.1`                                             |
-| `tap.regex`                               | Target (process traffic from) pods that match regex | `.*`                                              |
-| `tap.namespaces`                          | Target pods in namespaces                     | `[]`                                                    |
-| `tap.excludedNamespaces`                  | Exclude pods in namespaces                    | `[]`                                                    |
-| `tap.bpfOverride`                         | When using AF_PACKET as a traffic capture backend, override any existing pod targeting rules and set explicit BPF expression (e.g. `net 0.0.0.0/0`).                                                          | `[]`                                                    |
-| `tap.stopped`                             | Set to `false` to have traffic processing start automatically. When set to `true`, traffic processing is stopped by default, resulting in almost no resource consumption (e.g. Kubeshark is dormant). This property can be dynamically control via the dashboard.      | `false`                                                                                                                                                |
-| `tap.release.repo`                        | URL of the Helm chart repository              | `https://helm.kubeshark.co`                             |
-| `tap.release.name`                        | Helm release name                             | `kubeshark`                                             |
-| `tap.release.namespace`                   | Helm release namespace                        | `default`                                               |
-| `tap.persistentStorage`                   | Use `persistentVolumeClaim` instead of `emptyDir` | `false`                                             |
-| `tap.persistentStorageStatic`             | Use static persistent volume provisioning (explicitly defined `PersistentVolume` ) | `false`            |
-| `tap.persistentStoragePvcVolumeMode` | Set the pvc volume mode (Filesystem\|Block) | `Filesystem` |
-| `tap.efsFileSytemIdAndPath`               | [EFS file system ID and, optionally, subpath and/or access point](https://github.com/kubernetes-sigs/aws-efs-csi-driver/blob/master/examples/kubernetes/access_points/README.md) `<FileSystemId>:<Path>:<AccessPointId>`  | ""                             |
-| `tap.storageLimit`                        | Limit of either the `emptyDir` or `persistentVolumeClaim` | `5Gi`                                     |
-| `tap.storageClass`                        | Storage class of the `PersistentVolumeClaim`          | `standard`                                      |
-| `tap.dryRun`                              | Preview of all pods matching the regex, without tapping them    | `false`                               |
-| `tap.dnsConfig.nameservers`               | Nameservers to use for DNS resolution          | `[]`                                                    |
-| `tap.dnsConfig.searches`                  | Search domains to use for DNS resolution       | `[]`                                                    |
-| `tap.dnsConfig.options`                   | DNS options to use for DNS resolution          | `[]`                                                    |
-| `tap.resources.hub.limits.cpu`            | CPU limit for hub                             | `""`  (no limit)                                                 |
-| `tap.resources.hub.limits.memory`         | Memory limit for hub                          | `5Gi`                                                |
-| `tap.resources.hub.requests.cpu`          | CPU request for hub                           | `50m`                                                   |
-| `tap.resources.hub.requests.memory`       | Memory request for hub                        | `50Mi`                                                  |
-| `tap.resources.sniffer.limits.cpu`        | CPU limit for sniffer                         | `""`  (no limit)                                                    |
-| `tap.resources.sniffer.limits.memory`     | Memory limit for sniffer                      | `3Gi`                                                |
-| `tap.resources.sniffer.requests.cpu`      | CPU request for sniffer                       | `50m`                                                   |
-| `tap.resources.sniffer.requests.memory`   | Memory request for sniffer                    | `50Mi`                                                  |
-| `tap.resources.tracer.limits.cpu`         | CPU limit for tracer                          | `""`  (no limit)                                                     |
-| `tap.resources.tracer.limits.memory`      | Memory limit for tracer                       | `3Gi`                                                |
-| `tap.resources.tracer.requests.cpu`       | CPU request for tracer                        | `50m`                                                   |
-| `tap.resources.tracer.requests.memory`    | Memory request for tracer                     | `50Mi`                                                  |
-| `tap.probes.hub.initialDelaySeconds`      | Initial delay before probing the hub         | `15`                                                    |
-| `tap.probes.hub.periodSeconds`            | Period between probes for the hub             | `10`                                                    |
-| `tap.probes.hub.successThreshold`         | Number of successful probes before considering the hub healthy | `1`                                        |
-| `tap.probes.hub.failureThreshold`         | Number of failed probes before considering the hub unhealthy | `3`                                           |
-| `tap.probes.sniffer.initialDelaySeconds`  | Initial delay before probing the sniffer     | `15`                                                    |
-| `tap.probes.sniffer.periodSeconds`        | Period between probes for the sniffer         | `10`                                                    |
-| `tap.probes.sniffer.successThreshold`     | Number of successful probes before considering the sniffer healthy | `1`                                    |
-| `tap.probes.sniffer.failureThreshold`     | Number of failed probes before considering the sniffer unhealthy | `3`                                       |
-| `tap.serviceMesh`                         | Capture traffic from service meshes like Istio, Linkerd, Consul, etc.          | `true`                                                  |
-| `tap.tls`                                 | Capture the encrypted/TLS traffic from cryptography libraries like OpenSSL                         | `true`                                                  |
-| `tap.disableTlsLog`                       | Suppress logging for TLS/eBPF                 | `true`                                                 |
-| `tap.labels`                              | Kubernetes labels to apply to all Kubeshark resources  | `{}`                                                    |
-| `tap.annotations`                         | Kubernetes annotations to apply to all Kubeshark resources | `{}`                                                |
-| `tap.nodeSelectorTerms.workers`                   | Node selector terms for workers components                       | `[{"matchExpressions":[{"key":"kubernetes.io/os","operator":"In","values":["linux"]}]}]` |
-| `tap.nodeSelectorTerms.hub`                   | Node selector terms for hub component                 | `[{"matchExpressions":[{"key":"kubernetes.io/os","operator":"In","values":["linux"]}]}]` |
-| `tap.nodeSelectorTerms.front`                   | Node selector terms for front-end component                         | `[{"matchExpressions":[{"key":"kubernetes.io/os","operator":"In","values":["linux"]}]}]` |
-| `tap.priorityClass`                   | Priority class name for Kubeshark components                         | `""`                                                |
-| `tap.tolerations.workers`                  | Tolerations for workers components                         | `[ {"operator": "Exists", "effect": "NoExecute"}` |
-| `tap.tolerations.hub`                  | Tolerations for hub component                         | `[]` |
-| `tap.tolerations.front`                  | Tolerations for front-end component                         | `[]` |
-| `tap.auth.enabled`                        | Enable authentication                         | `false`                                                 |
-| `tap.auth.type`                           | Authentication type (1 option available: `saml`)      | `saml`                                              |
-| `tap.auth.approvedEmails`                 | List of approved email addresses for authentication              | `[]`                                                    |
-| `tap.auth.approvedDomains`                | List of approved email domains for authentication                | `[]`                                                    |
-| `tap.auth.saml.idpMetadataUrl`                    | SAML IDP metadata URL <br/>(effective, if `tap.auth.type = saml`)                                  | ``                                                      |
-| `tap.auth.saml.x509crt`                   | A self-signed X.509 `.cert` contents <br/>(effective, if `tap.auth.type = saml`)          | ``                                                      |
-| `tap.auth.saml.x509key`                   | A self-signed X.509 `.key` contents <br/>(effective, if `tap.auth.type = saml`)           | ``                                                      |
-| `tap.auth.saml.roleAttribute`             | A SAML attribute name corresponding to user's authorization role <br/>(effective, if `tap.auth.type = saml`)  | `role` |
-| `tap.auth.saml.roles`                     | A list of SAML authorization roles and their permissions <br/>(effective, if `tap.auth.type = saml`)  | `{"admin":{"canDownloadPCAP":true,"canUpdateTargetedPods":true,"canUseScripting":true, "scriptingPermissions":{"canSave":true, "canActivate":true, "canDelete":true}, "canStopTrafficCapturing":true, "filter":"","showAdminConsoleLink":true}}` |
-| `tap.ingress.enabled`                     | Enable `Ingress`                                | `false`                                                 |
-| `tap.ingress.className`                   | Ingress class name                            | `""`                                                    |
-| `tap.ingress.host`                        | Host of the `Ingress`                          | `ks.svc.cluster.local`                                  |
-| `tap.ingress.tls`                         | `Ingress` TLS configuration                     | `[]`                                                    |
-| `tap.ingress.annotations`                 | `Ingress` annotations                           | `{}`                                                    |
-| `tap.routing.front.basePath`             | Set this value to serve `front` under specific base path. Example: `/custompath` (forward slash must be present)         | `""`       |
-| `tap.ipv6`                                | Enable IPv6 support for the front-end                        | `true`                                                  |
-| `tap.debug`                               | Enable debug mode                             | `false`                                                 |
-| `tap.telemetry.enabled`                   | Enable anonymous usage statistics collection           | `true`                                                  |
-| `tap.resourceGuard.enabled`               | Enable resource guard worker process, which watches RAM/disk usage and enables/disables traffic capture based on available resources | `false` |
-| `tap.secrets`                             | List of secrets to be used as source for environment variables (e.g. `kubeshark-license`) | `[]`                                                    |
-| `tap.sentry.enabled`                      | Enable sending of error logs to Sentry          | `true` (only for qualified users)                                                  |
-| `tap.sentry.environment`                      | Sentry environment to label error logs with      | `production`                                                  |
-| `tap.defaultFilter`                       | Sets the default dashboard KFL filter (e.g. `http`). By default, this value is set to filter out noisy protocols such as DNS, UDP, ICMP and TCP. The user can easily change this, **temporarily**, in the Dashboard. For a permanent change, you should change this value in the `values.yaml` or `config.yaml` file.        | `"!dns and !error"`                                    |
-| `tap.liveConfigMapChangesDisabled`        | If set to `true`, all user functionality (scripting, targeting settings, global & default KFL modification, traffic recording, traffic capturing on/off, protocol dissectors) involving dynamic ConfigMap changes from UI will be disabled     | `false`      |
-| `tap.globalFilter`                        | Prepends to any KFL filter and can be used to limit what is visible in the dashboard. For example, `redact("request.headers.Authorization")` will redact the appropriate field. Another example `!dns` will not show any DNS traffic.      | `""`                                        |
-| `tap.metrics.port`                  | Pod port used to expose Prometheus metrics          | `49100`                                                  |
-| `tap.enabledDissectors`                   | This is an array of strings representing the list of supported protocols. Remove or comment out redundant protocols (e.g., dns).| The default list excludes: `udp` and `tcp` |
+| Parameter                                 | Description                                   | Default                                                                                                                                                                                                                                          |
+|-------------------------------------------|-----------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| `tap.docker.registry`                     | Docker registry to pull from                  | `docker.io/kubeshark`                                                                                                                                                                                                                            |
+| `tap.docker.tag`                          | Tag of the Docker images                      | `latest`                                                                                                                                                                                                                                         |
+| `tap.docker.tagLocked`                    | Lock the Docker image tags to prevent automatic upgrades to the latest branch image version. | `true`                                                                                                                                                                                                                                           |
+| `tap.docker.tagLocked`                    | If `false` - use latest minor tag             | `true`                                                                                                                                                                                                                                           |
+| `tap.docker.imagePullPolicy`              | Kubernetes image pull policy                  | `Always`                                                                                                                                                                                                                                         |
+| `tap.docker.imagePullSecrets`             | Kubernetes secrets to pull the images         | `[]`                                                                                                                                                                                                                                             |
+| `tap.docker.overrideImage`                | Can be used to directly override image names  | `""`                                                                                                                                                                                                                                             |
+| `tap.docker.overrideTag`                  | Can be used to override image tags            | `""`                                                                                                                                                                                                                                             |
+| `tap.proxy.hub.srvPort`                   | Hub server port. Change if already occupied.  | `8898`                                                                                                                                                                                                                                           |
+| `tap.proxy.worker.srvPort`                | Worker server port. Change if already occupied.| `48999`                                                                                                                                                                                                                                          |
+| `tap.proxy.front.port`                    | Front service port. Change if already occupied.| `8899`                                                                                                                                                                                                                                           |
+| `tap.proxy.host`                          | Change to 0.0.0.0 top open up to the world.   | `127.0.0.1`                                                                                                                                                                                                                                      |
+| `tap.regex`                               | Target (process traffic from) pods that match regex | `.*`                                                                                                                                                                                                                                             |
+| `tap.namespaces`                          | Target pods in namespaces                     | `[]`                                                                                                                                                                                                                                             |
+| `tap.excludedNamespaces`                  | Exclude pods in namespaces                    | `[]`                                                                                                                                                                                                                                             |
+| `tap.bpfOverride`                         | When using AF_PACKET as a traffic capture backend, override any existing pod targeting rules and set explicit BPF expression (e.g. `net 0.0.0.0/0`).                                                          | `[]`                                                                                                                                                                                                                                             |
+| `tap.capture.dissection.enabled`                    | Set to `true` to have L7 protocol dissection start automatically. When set to `false`, dissection is disabled by default. This property can be dynamically controlled via the dashboard.      | `true`                                                                                                                                                                                                                                           |
+| `tap.capture.dissection.stopAfter`                  | Set to a duration (e.g. `30s`) to have L7 dissection stop after no activity.     | `5m`                                                                                                                                                                                                                                             |
+| `tap.capture.raw.enabled`                           | Enable raw capture of packets and syscalls to disk for offline analysis      | `true`                                                                                                                                                                                                                                          |
+| `tap.capture.raw.storageSize`                       | Maximum storage size for raw capture files (supports K8s quantity format: `1Gi`, `500Mi`, etc.)     | `1Gi`                                                                                                                                                                                                                                            |
+| `tap.capture.dbMaxSize`                           | Maximum size for capture database (e.g., `4Gi`, `2000Mi`). When empty, automatically uses 80% of allocated storage (`tap.storageLimit`).     | `""`                                                                                                                                                                                                                                             |
+| `tap.snapshots.storageClass`                      | Storage class for snapshots volume. When empty, uses `emptyDir`. When set, creates a PVC with this storage class | `""`                                                                                                                                                                                                                                             |
+| `tap.snapshots.storageSize`                       | Storage size for snapshots volume (supports K8s quantity format: `1Gi`, `500Mi`, etc.)     | `10Gi`                                                                                                                                                                                                                                            |
+| `tap.release.repo`                        | URL of the Helm chart repository              | `https://helm.kubeshark.com`                                                                                                                                                                                                                        |
+| `tap.release.name`                        | Helm release name                             | `kubeshark`                                                                                                                                                                                                                                      |
+| `tap.release.namespace`                   | Helm release namespace                        | `default`                                                                                                                                                                                                                                        |
+| `tap.persistentStorage`                   | Use `persistentVolumeClaim` instead of `emptyDir` | `false`                                                                                                                                                                                                                                          |
+| `tap.persistentStorageStatic`             | Use static persistent volume provisioning (explicitly defined `PersistentVolume` ) | `false`                                                                                                                                                                                                                                          |
+| `tap.persistentStoragePvcVolumeMode` | Set the pvc volume mode (Filesystem\|Block) | `Filesystem`                                                                                                                                                                                                                                     |
+| `tap.efsFileSytemIdAndPath`               | [EFS file system ID and, optionally, subpath and/or access point](https://github.com/kubernetes-sigs/aws-efs-csi-driver/blob/master/examples/kubernetes/access_points/README.md) `<FileSystemId>:<Path>:<AccessPointId>`  | ""                                                                                                                                                                                                                                               |
+| `tap.storageLimit`                        | Limit of either the `emptyDir` or `persistentVolumeClaim` | `5Gi`                                                                                                                                                                                                                                            |
+| `tap.storageClass`                        | Storage class of the `PersistentVolumeClaim`          | `standard`                                                                                                                                                                                                                                       |
+| `tap.dryRun`                              | Preview of all pods matching the regex, without tapping them    | `false`                                                                                                                                                                                                                                          |
+| `tap.dnsConfig.nameservers`               | Nameservers to use for DNS resolution          | `[]`                                                                                                                                                                                                                                             |
+| `tap.dnsConfig.searches`                  | Search domains to use for DNS resolution       | `[]`                                                                                                                                                                                                                                             |
+| `tap.dnsConfig.options`                   | DNS options to use for DNS resolution          | `[]`                                                                                                                                                                                                                                             |
+| `tap.resources.hub.limits.cpu`            | CPU limit for hub                             | `""`  (no limit)                                                                                                                                                                                                                                 |
+| `tap.resources.hub.limits.memory`         | Memory limit for hub                          | `5Gi`                                                                                                                                                                                                                                            |
+| `tap.resources.hub.requests.cpu`          | CPU request for hub                           | `50m`                                                                                                                                                                                                                                            |
+| `tap.resources.hub.requests.memory`       | Memory request for hub                        | `50Mi`                                                                                                                                                                                                                                           |
+| `tap.resources.sniffer.limits.cpu`        | CPU limit for sniffer                         | `""`  (no limit)                                                                                                                                                                                                                                 |
+| `tap.resources.sniffer.limits.memory`     | Memory limit for sniffer                      | `3Gi`                                                                                                                                                                                                                                            |
+| `tap.resources.sniffer.requests.cpu`      | CPU request for sniffer                       | `50m`                                                                                                                                                                                                                                            |
+| `tap.resources.sniffer.requests.memory`   | Memory request for sniffer                    | `50Mi`                                                                                                                                                                                                                                           |
+| `tap.resources.tracer.limits.cpu`         | CPU limit for tracer                          | `""`  (no limit)                                                                                                                                                                                                                                 |
+| `tap.resources.tracer.limits.memory`      | Memory limit for tracer                       | `3Gi`                                                                                                                                                                                                                                            |
+| `tap.resources.tracer.requests.cpu`       | CPU request for tracer                        | `50m`                                                                                                                                                                                                                                            |
+| `tap.resources.tracer.requests.memory`    | Memory request for tracer                     | `50Mi`                                                                                                                                                                                                                                           |
+| `tap.probes.hub.initialDelaySeconds`      | Initial delay before probing the hub         | `15`                                                                                                                                                                                                                                             |
+| `tap.probes.hub.periodSeconds`            | Period between probes for the hub             | `10`                                                                                                                                                                                                                                             |
+| `tap.probes.hub.successThreshold`         | Number of successful probes before considering the hub healthy | `1`                                                                                                                                                                                                                                              |
+| `tap.probes.hub.failureThreshold`         | Number of failed probes before considering the hub unhealthy | `3`                                                                                                                                                                                                                                              |
+| `tap.probes.sniffer.initialDelaySeconds`  | Initial delay before probing the sniffer     | `15`                                                                                                                                                                                                                                             |
+| `tap.probes.sniffer.periodSeconds`        | Period between probes for the sniffer         | `10`                                                                                                                                                                                                                                             |
+| `tap.probes.sniffer.successThreshold`     | Number of successful probes before considering the sniffer healthy | `1`                                                                                                                                                                                                                                              |
+| `tap.probes.sniffer.failureThreshold`     | Number of failed probes before considering the sniffer unhealthy | `3`                                                                                                                                                                                                                                              |
+| `tap.serviceMesh`                         | Capture traffic from service meshes like Istio, Linkerd, Consul, etc.          | `true`                                                                                                                                                                                                                                           |
+| `tap.tls`                                 | Capture the encrypted/TLS traffic from cryptography libraries like OpenSSL                         | `true`                                                                                                                                                                                                                                           |
+| `tap.disableTlsLog`                       | Suppress logging for TLS/eBPF                 | `true`                                                                                                                                                                                                                                           |
+| `tap.labels`                              | Kubernetes labels to apply to all Kubeshark resources  | `{}`                                                                                                                                                                                                                                             |
+| `tap.annotations`                         | Kubernetes annotations to apply to all Kubeshark resources | `{}`                                                                                                                                                                                                                                             |
+| `tap.nodeSelectorTerms.workers`                   | Node selector terms for workers components                       | `[{"matchExpressions":[{"key":"kubernetes.io/os","operator":"In","values":["linux"]}]}]`                                                                                                                                                         |
+| `tap.nodeSelectorTerms.hub`                   | Node selector terms for hub component                 | `[{"matchExpressions":[{"key":"kubernetes.io/os","operator":"In","values":["linux"]}]}]`                                                                                                                                                         |
+| `tap.nodeSelectorTerms.front`                   | Node selector terms for front-end component                         | `[{"matchExpressions":[{"key":"kubernetes.io/os","operator":"In","values":["linux"]}]}]`                                                                                                                                                         |
+| `tap.priorityClass`                   | Priority class name for Kubeshark components                         | `""`                                                                                                                                                                                                                                             |
+| `tap.tolerations.workers`                  | Tolerations for workers components                         | `[ {"operator": "Exists", "effect": "NoExecute"}`                                                                                                                                                                                                |
+| `tap.tolerations.hub`                  | Tolerations for hub component                         | `[]`                                                                                                                                                                                                                                             |
+| `tap.tolerations.front`                  | Tolerations for front-end component                         | `[]`                                                                                                                                                                                                                                             |
+| `tap.auth.enabled`                        | Enable authentication                         | `false`                                                                                                                                                                                                                                          |
+| `tap.auth.type`                           | Authentication type (1 option available: `saml`)      | `saml`                                                                                                                                                                                                                                           |
+| `tap.auth.approvedEmails`                 | List of approved email addresses for authentication              | `[]`                                                                                                                                                                                                                                             |
+| `tap.auth.approvedDomains`                | List of approved email domains for authentication                | `[]`                                                                                                                                                                                                                                             |
+| `tap.auth.saml.idpMetadataUrl`                    | SAML IDP metadata URL <br/>(effective, if `tap.auth.type = saml`)                                  | ``                                                                                                                                                                                                                                               |
+| `tap.auth.saml.x509crt`                   | A self-signed X.509 `.cert` contents <br/>(effective, if `tap.auth.type = saml`)          | ``                                                                                                                                                                                                                                               |
+| `tap.auth.saml.x509key`                   | A self-signed X.509 `.key` contents <br/>(effective, if `tap.auth.type = saml`)           | ``                                                                                                                                                                                                                                               |
+| `tap.auth.saml.roleAttribute`             | A SAML attribute name corresponding to user's authorization role <br/>(effective, if `tap.auth.type = saml`)  | `role`                                                                                                                                                                                                                                           |
+| `tap.auth.saml.roles`                     | A list of SAML authorization roles and their permissions <br/>(effective, if `tap.auth.type = saml`)  | `{"admin":{"canDownloadPCAP":true,"canUpdateTargetedPods":true,"canUseScripting":true, "scriptingPermissions":{"canSave":true, "canActivate":true, "canDelete":true}, "canStopTrafficCapturing":true, "canControlDissection":true, "filter":"","showAdminConsoleLink":true}}` |
+| `tap.ingress.enabled`                     | Enable `Ingress`                                | `false`                                                                                                                                                                                                                                          |
+| `tap.ingress.className`                   | Ingress class name                            | `""`                                                                                                                                                                                                                                             |
+| `tap.ingress.host`                        | Host of the `Ingress`                          | `ks.svc.cluster.local`                                                                                                                                                                                                                           |
+| `tap.ingress.tls`                         | `Ingress` TLS configuration                     | `[]`                                                                                                                                                                                                                                             |
+| `tap.ingress.annotations`                 | `Ingress` annotations                           | `{}`                                                                                                                                                                                                                                             |
+| `tap.routing.front.basePath`             | Set this value to serve `front` under specific base path. Example: `/custompath` (forward slash must be present)         | `""`                                                                                                                                                                                                                                             |
+| `tap.ipv6`                                | Enable IPv6 support for the front-end                        | `true`                                                                                                                                                                                                                                           |
+| `tap.debug`                               | Enable debug mode                             | `false`                                                                                                                                                                                                                                          |
+| `tap.telemetry.enabled`                   | Enable anonymous usage statistics collection           | `true`                                                                                                                                                                                                                                           |
+| `tap.resourceGuard.enabled`               | Enable resource guard worker process, which watches RAM/disk usage and enables/disables traffic capture based on available resources | `false`                                                                                                                                                                                                                                          |
+| `tap.secrets`                             | List of secrets to be used as source for environment variables (e.g. `kubeshark-license`) | `[]`                                                                                                                                                                                                                                             |
+| `tap.sentry.enabled`                      | Enable sending of error logs to Sentry          | `true` (only for qualified users)                                                                                                                                                                                                                |
+| `tap.sentry.environment`                      | Sentry environment to label error logs with      | `production`                                                                                                                                                                                                                                     |
+| `tap.defaultFilter`                       | Sets the default dashboard KFL filter (e.g. `http`). By default, this value is set to filter out noisy protocols such as DNS, UDP, ICMP and TCP. The user can easily change this, **temporarily**, in the Dashboard. For a permanent change, you should change this value in the `values.yaml` or `config.yaml` file.        | `""`                                                                                                                                                                                                                                             |
+| `tap.liveConfigMapChangesDisabled`        | If set to `true`, all user functionality (scripting, targeting settings, global & default KFL modification, traffic recording, traffic capturing on/off, protocol dissectors) involving dynamic ConfigMap changes from UI will be disabled     | `false`                                                                                                                                                                                                                                          |
+| `tap.globalFilter`                        | Prepends to any KFL filter and can be used to limit what is visible in the dashboard. For example, `redact("request.headers.Authorization")` will redact the appropriate field. Another example `!dns` will not show any DNS traffic.      | `""`                                                                                                                                                                                                                                             |
+| `tap.metrics.port`                  | Pod port used to expose Prometheus metrics          | `49100`                                                                                                                                                                                                                                          |
+| `tap.enabledDissectors`                   | This is an array of strings representing the list of supported protocols. Remove or comment out redundant protocols (e.g., dns).| The default list excludes: `udp` and `tcp`                                                                                                                                                                                                       |
 | `tap.mountBpf`                            | BPF filesystem needs to be mounted for eBPF to work properly. This helm value determines whether Kubeshark will attempt to mount the filesystem. This option is not required if filesystem is already mounts. │ `true`|
-| `tap.gitops.enabled`                          | Enable GitOps functionality. This will allow you to use GitOps to manage your Kubeshark configuration. | `false` |
-| `logs.file`                               | Logs dump path                      | `""`                                                    |
-| `pcapdump.enabled`                        | Enable recording of all traffic captured according to other parameters. Whatever Kubeshark captures, considering pod targeting rules, will be stored in pcap files ready to be viewed by tools                 | `true`                                                                                                  |
-| `pcapdump.maxTime`                        | The time window into the past that will be stored. Older traffic will be discarded.  | `2h`  |
-| `pcapdump.maxSize`                        | The maximum storage size the PCAP files will consume. Old files that cause to surpass storage consumption will get discarded.   | `500MB`  |
-| `kube.configPath`                         | Path to the `kubeconfig` file (`$HOME/.kube/config`)            | `""`                                                    |
-| `kube.context`                            | Kubernetes context to use for the deployment  | `""`                                                    |
-| `dumpLogs`                                | Enable dumping of logs         | `false`                                                 |
-| `headless`                                | Enable running in headless mode               | `false`                                                 |
-| `license`                                 | License key for the Pro/Enterprise edition    | `""`                                                    |
-| `scripting.env`                           | Environment variables for the scripting      | `{}`                                                    |
-| `scripting.source`                        | Source directory of the scripts                | `""`                                                    |
-| `scripting.watchScripts`                  | Enable watch mode for the scripts in source directory          | `true`                                                  |
-| `timezone`                                | IANA time zone applied to time shown in the front-end | `""` (local time zone applies) |
-| `supportChatEnabled`                      | Enable real-time support chat channel based on Intercom | `false` |
-| `internetConnectivity`                    | Turns off API requests that are dependent on Internet connectivity such as `telemetry` and `online-support`. | `true` |
+| `tap.hostNetwork`                         | Enable host network mode for worker DaemonSet pods. When enabled, worker pods use the host's network namespace for direct network access. | `true`                                                                                                                                                                                                                                           |
+| `tap.gitops.enabled`                          | Enable GitOps functionality. This will allow you to use GitOps to manage your Kubeshark configuration. | `false`                                                                                                                                                                                                                                          |
+| `logs.file`                               | Logs dump path                      | `""`                                                                                                                                                                                                                                             |
+| `pcapdump.enabled`                        | Enable recording of all traffic captured according to other parameters. Whatever Kubeshark captures, considering pod targeting rules, will be stored in pcap files ready to be viewed by tools                 | `false`                                                                                                                                                                                                                                           |
+| `pcapdump.maxTime`                        | The time window into the past that will be stored. Older traffic will be discarded.  | `2h`                                                                                                                                                                                                                                             |
+| `pcapdump.maxSize`                        | The maximum storage size the PCAP files will consume. Old files that cause to surpass storage consumption will get discarded.   | `500MB`                                                                                                                                                                                                                                          |
+| `kube.configPath`                         | Path to the `kubeconfig` file (`$HOME/.kube/config`)            | `""`                                                                                                                                                                                                                                             |
+| `kube.context`                            | Kubernetes context to use for the deployment  | `""`                                                                                                                                                                                                                                             |
+| `dumpLogs`                                | Enable dumping of logs         | `false`                                                                                                                                                                                                                                          |
+| `headless`                                | Enable running in headless mode               | `false`                                                                                                                                                                                                                                          |
+| `license`                                 | License key for the Pro/Enterprise edition    | `""`                                                                                                                                                                                                                                             |
+| `scripting.enabled`                       | Enables scripting                              | `false`                                                                                                                                                                                                                                          |
+| `scripting.env`                           | Environment variables for the scripting      | `{}`                                                                                                                                                                                                                                             |
+| `scripting.source`                        | Source directory of the scripts                | `""`                                                                                                                                                                                                                                             |
+| `scripting.watchScripts`                  | Enable watch mode for the scripts in source directory          | `true`                                                                                                                                                                                                                                           |
+| `timezone`                                | IANA time zone applied to time shown in the front-end | `""` (local time zone applies)                                                                                                                                                                                                                   |
+| `supportChatEnabled`                      | Enable real-time support chat channel based on Intercom | `false`                                                                                                                                                                                                                                          |
+| `internetConnectivity`                    | Turns off API requests that are dependent on Internet connectivity such as `telemetry` and `online-support`. | `true`                                                                                                                                                                                                                                           |
 
 KernelMapping pairs kernel versions with a
                             DriverContainer image. Kernel versions can be matched
@@ -301,9 +309,9 @@ tap:
 
 # Installing with Dex OIDC authentication
 
-[**Click here to see full docs**](https://docs.kubeshark.co/en/saml#installing-with-oidc-enabled-dex-idp).
+[**Click here to see full docs**](https://docs.kubeshark.com/en/saml#installing-with-oidc-enabled-dex-idp).
 
-Choose this option, if **you already have a running instance** of Dex in your cluster & 
+Choose this option, if **you already have a running instance** of Dex in your cluster &
 you want to set up Dex OIDC authentication for Kubeshark users.
 
 Kubeshark supports authentication using [Dex - A Federated OpenID Connect Provider](https://dexidp.io/).
@@ -345,7 +353,7 @@ Add these helm values to set up OIDC authentication powered by your Dex IdP:
 ```yaml
 # values.yaml
 
-tap: 
+tap:
   auth:
     enabled: true
     type: dex
@@ -375,7 +383,7 @@ Once you run `helm install kubeshark kubeshark/kubeshark -f ./values.yaml`, Kube
 
 # Installing your own Dex IdP along with Kubeshark
 
-Choose this option, if **you need to deploy an instance of Dex IdP** along with Kubeshark & 
+Choose this option, if **you need to deploy an instance of Dex IdP** along with Kubeshark &
 set up Dex OIDC authentication for Kubeshark users.
 
 Depending on Ingress enabled/disabled, your Dex configuration might differ.
@@ -411,10 +419,10 @@ The following Dex settings will have these values:
 
 Please, make sure to prepare the following things first.
 
-1. Choose **[Connectors](https://dexidp.io/docs/connectors/)** to enable in Dex IdP. 
+1. Choose **[Connectors](https://dexidp.io/docs/connectors/)** to enable in Dex IdP.
    - i.e. how many kind of "Log in with ..." options you'd like to offer your users
    - You will need to specify connectors in `tap.auth.dexConfig.connectors`
-2. Choose type of **[Storage](https://dexidp.io/docs/configuration/storage/)** to use in Dex IdP. 
+2. Choose type of **[Storage](https://dexidp.io/docs/configuration/storage/)** to use in Dex IdP.
    - You will need to specify storage settings in `tap.auth.dexConfig.storage`
    - default: `memory`
 3. Decide on the OAuth2 `?state=` param expiration time:
@@ -446,28 +454,28 @@ Make sure to:
 
 Helm `values.yaml`:
 ```yaml
-tap: 
+tap:
   auth:
     enabled: true
     type: dex
     dexOidc:
       issuer: https://<your-ingress-hostname>/dex
-      
+
       # Client ID/secret must be taken from `tap.auth.dexConfig.staticClients -> id/secret`
       clientId: kubeshark
       clientSecret: create your own client password
-      
+
       refreshTokenLifetime: "3960h" # 165 days
       oauth2StateParamExpiry: "10m"
       bypassSslCaCheck: false
     dexConfig:
       # This field is REQUIRED!
-      # 
+      #
       # The base path of Dex and the external name of the OpenID Connect service.
       # This is the canonical URL that all clients MUST use to refer to Dex. If a
       # path is provided, Dex's HTTP service will listen at a non-root URL.
       issuer: https://<your-ingress-hostname>/dex
-        
+
       # Expiration configuration for tokens, signing keys, etc.
       expiry:
         refreshTokens:
@@ -475,15 +483,15 @@ tap:
           absoluteLifetime: "3960h"  # 165 days
 
       # This field is REQUIRED!
-      # 
+      #
       # The storage configuration determines where Dex stores its state.
       # See the documentation (https://dexidp.io/docs/storage/) for further information.
       storage:
         type: memory
 
       # This field is REQUIRED!
-      # 
-      # Attention: 
+      #
+      # Attention:
       # Do not change this field and its values.
       # This field is required for internal Kubeshark-to-Dex communication.
       #
@@ -493,7 +501,7 @@ tap:
 
       # This field is REQUIRED!
       #
-      # Attention: 
+      # Attention:
       # Do not change this field and its values.
       # This field is required for internal Kubeshark-to-Dex communication.
       #
@@ -519,10 +527,10 @@ tap:
       # Connectors are used to authenticate users against upstream identity providers.
       # See the documentation (https://dexidp.io/docs/connectors/) for further information.
       #
-      # Attention: 
-      # When you define a new connector, `config.redirectURI` must be: 
+      # Attention:
+      # When you define a new connector, `config.redirectURI` must be:
       # https://<your-ingress-hostname>/dex/callback
-      # 
+      #
       # Example with Google connector:
       # connectors:
       #  - type: google

helm-chart/templates/02-cluster-role.yaml

@@ -86,3 +86,9 @@ rules:
     verbs:
       - create
       - get
+  - apiGroups:
+      - batch
+    resources:
+      - jobs
+    verbs:
+      - "*"

helm-chart/templates/04-hub-deployment.yaml

@@ -3,7 +3,7 @@ apiVersion: apps/v1
 kind: Deployment
 metadata:
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
   {{- if .Values.tap.annotations }}
   annotations:
@@ -15,12 +15,12 @@ spec:
   replicas: 1  # Set the desired number of replicas
   selector:
     matchLabels:
-      app.kubeshark.co/app: hub
+      app.kubeshark.com/app: hub
       {{- include "kubeshark.selectorLabels" . | nindent 6 }}
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: hub
+        app.kubeshark.com/app: hub
         {{- include "kubeshark.labels" . | nindent 8 }}
     spec:
       dnsPolicy: ClusterFirstWithHostNet
@@ -36,9 +36,27 @@ spec:
             - "8080"
             - -loglevel
             - '{{ .Values.logLevel | default "warning" }}'
+            - -capture-stop-after
+            - "{{ if hasKey .Values.tap.capture.dissection "stopAfter" }}{{ .Values.tap.capture.dissection.stopAfter }}{{ else }}5m{{ end }}"
+            - -snapshot-size-limit
+            - '{{ .Values.tap.snapshots.storageSize }}'
+            {{- if .Values.tap.delayedDissection.image }}
+            - -dissector-image
+            - '{{ .Values.tap.delayedDissection.image }}'
+            {{- end }}
+            {{- if .Values.tap.delayedDissection.cpu }}
+            - -dissector-cpu
+            - '{{ .Values.tap.delayedDissection.cpu }}'
+            {{- end }}
+            {{- if .Values.tap.delayedDissection.memory }}
+            - -dissector-memory
+            - '{{ .Values.tap.delayedDissection.memory }}'
+            {{- end }}
             {{- if .Values.tap.gitops.enabled }}
             - -gitops
             {{- end }}
+            - -cloud-api-url
+            - '{{ .Values.cloudApiUrl }}'
           {{- if .Values.tap.secrets }}
           envFrom:
             {{- range .Values.tap.secrets }}
@@ -59,8 +77,6 @@ spec:
             value: '{{ (include "sentry.enabled" .) }}'
           - name: SENTRY_ENVIRONMENT
             value: '{{ .Values.tap.sentry.environment }}'
-          - name: KUBESHARK_CLOUD_API_URL
-            value: 'https://api.kubeshark.co'
           - name: PROFILING_ENABLED
             value: '{{ .Values.tap.pprof.enabled }}'
         {{- if .Values.tap.docker.overrideImage.hub }}
@@ -104,6 +120,8 @@ spec:
           - name: saml-x509-volume
             mountPath: "/etc/saml/x509"
             readOnly: true
+          - name: snapshots-volume
+            mountPath: "/app/data/snapshots"
 {{- if gt (len .Values.tap.nodeSelectorTerms.hub) 0}}
       affinity:
         nodeAffinity:
@@ -165,3 +183,11 @@ spec:
               items:
               - key: AUTH_SAML_X509_KEY
                 path: kubeshark.key
+      - name: snapshots-volume
+        {{- if .Values.tap.snapshots.storageClass }}
+        persistentVolumeClaim:
+          claimName: {{ include "kubeshark.name" . }}-snapshots-pvc
+        {{- else }}
+        emptyDir:
+          sizeLimit: {{ .Values.tap.snapshots.storageSize }}
+        {{- end }}

helm-chart/templates/05-hub-service.yaml

@@ -3,7 +3,7 @@ apiVersion: v1
 kind: Service
 metadata:
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
   {{- if .Values.tap.annotations }}
   annotations:
@@ -17,5 +17,5 @@ spec:
       port: 80
       targetPort: 8080
   selector:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
   type: ClusterIP

helm-chart/templates/06-front-deployment.yaml

@@ -2,7 +2,7 @@ apiVersion: apps/v1
 kind: Deployment
 metadata:
   labels:
-    app.kubeshark.co/app: front
+    app.kubeshark.com/app: front
     {{- include "kubeshark.labels" . | nindent 4 }}
   {{- if .Values.tap.annotations }}
   annotations:
@@ -14,12 +14,12 @@ spec:
   replicas: 1  # Set the desired number of replicas
   selector:
     matchLabels:
-      app.kubeshark.co/app: front
+      app.kubeshark.com/app: front
       {{- include "kubeshark.selectorLabels" . | nindent 6 }}
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: front
+        app.kubeshark.com/app: front
         {{- include "kubeshark.labels" . | nindent 8 }}
     spec:
       containers:
@@ -42,10 +42,18 @@ spec:
                       {{- else -}}
                         true
                       {{- end }}'
+            - name: REACT_APP_STREAMING_TYPE
+              value: '{{ default "" (((.Values).tap).dashboard).streamingType }}'
             - name: REACT_APP_AUTH_SAML_IDP_METADATA_URL
               value: '{{ not (eq .Values.tap.auth.saml.idpMetadataUrl "") | ternary .Values.tap.auth.saml.idpMetadataUrl " " }}'
             - name: REACT_APP_TIMEZONE
               value: '{{ not (eq .Values.timezone "") | ternary .Values.timezone " " }}'
+            - name: REACT_APP_SCRIPTING_HIDDEN
+              value: '{{- if and .Values.scripting (eq (.Values.scripting.enabled | toString) "false") -}}
+                        true
+                      {{- else -}}
+                        false
+                      {{- end }}'
             - name: REACT_APP_SCRIPTING_DISABLED
               value: '{{- if .Values.tap.liveConfigMapChangesDisabled -}}
                         {{- if .Values.demoModeEnabled -}}
@@ -64,11 +72,13 @@ spec:
               value: '{{ eq .Values.tap.packetCapture "af_packet" | ternary "false" "true" }}'
             - name: REACT_APP_RECORDING_DISABLED
               value: '{{ .Values.tap.liveConfigMapChangesDisabled }}'
-            - name: REACT_APP_STOP_TRAFFIC_CAPTURING_DISABLED
-              value: '{{- if and .Values.tap.liveConfigMapChangesDisabled .Values.tap.stopped -}}
-                        false
+            - name: REACT_APP_DISSECTION_ENABLED
+              value: '{{ .Values.tap.capture.dissection.enabled | ternary "true" "false" }}'
+            - name: REACT_APP_DISSECTION_CONTROL_ENABLED
+              value: '{{- if and .Values.tap.liveConfigMapChangesDisabled (not .Values.tap.capture.dissection.enabled) -}}
+                        true
                       {{- else -}}
-                        {{ .Values.tap.liveConfigMapChangesDisabled | ternary "true" "false" }}
+                        {{ not .Values.tap.liveConfigMapChangesDisabled | ternary "true" "false" }}
                       {{- end -}}'
             - name: 'REACT_APP_CLOUD_LICENSE_ENABLED'
               value: '{{- if or (and .Values.cloudLicenseEnabled (not (empty .Values.license))) (not .Values.internetConnectivity) -}}
@@ -76,14 +86,14 @@ spec:
                       {{- else -}}
                         {{ .Values.cloudLicenseEnabled }}
                       {{- end }}'
-            - name: 'REACT_APP_AI_ASSISTANT_ENABLED'
-              value: '{{ .Values.aiAssistantEnabled | ternary "true" "false" }}'
             - name: REACT_APP_SUPPORT_CHAT_ENABLED
               value: '{{ and .Values.supportChatEnabled .Values.internetConnectivity | ternary "true" "false" }}'
             - name: REACT_APP_BETA_ENABLED
               value: '{{ default false .Values.betaEnabled | ternary "true" "false" }}'
             - name: REACT_APP_DISSECTORS_UPDATING_ENABLED
               value: '{{ .Values.tap.liveConfigMapChangesDisabled | ternary "false" "true" }}'
+            - name: REACT_APP_RAW_CAPTURE_ENABLED
+              value: '{{ .Values.tap.capture.raw.enabled | ternary "true" "false" }}'
             - name: REACT_APP_SENTRY_ENABLED
               value: '{{ (include "sentry.enabled" .) }}'
             - name: REACT_APP_SENTRY_ENVIRONMENT

helm-chart/templates/07-front-service.yaml

@@ -16,5 +16,5 @@ spec:
       port: 80
       targetPort: 8080
   selector:
-    app.kubeshark.co/app: front
+    app.kubeshark.com/app: front
   type: ClusterIP

helm-chart/templates/09-snapshots-pvc.yaml

@@ -0,0 +1,22 @@
+---
+{{- if .Values.tap.snapshots.storageClass }}
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  labels:
+    {{- include "kubeshark.labels" . | nindent 4 }}
+  {{- if .Values.tap.annotations }}
+  annotations:
+    {{- toYaml .Values.tap.annotations | nindent 4 }}
+  {{- end }}
+  name: {{ include "kubeshark.name" . }}-snapshots-pvc
+  namespace: {{ .Release.Namespace }}
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: {{ .Values.tap.snapshots.storageSize }}
+  storageClassName: {{ .Values.tap.snapshots.storageClass }}
+status: {}
+{{- end }}

helm-chart/templates/09-worker-daemon-set.yaml

@@ -3,7 +3,7 @@ apiVersion: apps/v1
 kind: DaemonSet
 metadata:
   labels:
-    app.kubeshark.co/app: worker
+    app.kubeshark.com/app: worker
     sidecar.istio.io/inject: "false"
     {{- include "kubeshark.labels" . | nindent 4 }}
   {{- if .Values.tap.annotations }}
@@ -15,12 +15,12 @@ metadata:
 spec:
   selector:
     matchLabels:
-      app.kubeshark.co/app: worker
+      app.kubeshark.com/app: worker
       {{- include "kubeshark.selectorLabels" . | nindent 6 }}
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: worker
+        app.kubeshark.com/app: worker
         {{- include "kubeshark.labels" . | nindent 8 }}
       name: kubeshark-worker-daemon-set
       namespace: kubeshark
@@ -99,6 +99,12 @@ spec:
             - '{{ .Values.tap.misc.resolutionStrategy }}'
             - -staletimeout
             - '{{ .Values.tap.misc.staleTimeoutSeconds }}'
+            - -storage-size
+            - '{{ .Values.tap.storageLimit }}'
+            - -capture-db-max-size
+            - '{{ .Values.tap.capture.dbMaxSize }}'
+            - -cloud-api-url
+            - '{{ .Values.cloudApiUrl }}'
         {{- if .Values.tap.docker.overrideImage.worker }}
           image: '{{ .Values.tap.docker.overrideImage.worker }}'
         {{- else if .Values.tap.docker.overrideTag.worker }}
@@ -125,8 +131,6 @@ spec:
             value: '{{ .Values.tap.misc.tcpStreamChannelTimeoutMs }}'
           - name: TCP_STREAM_CHANNEL_TIMEOUT_SHOW
             value: '{{ .Values.tap.misc.tcpStreamChannelTimeoutShow }}'
-          - name: KUBESHARK_CLOUD_API_URL
-            value: 'https://api.kubeshark.co'
           - name: PROFILING_ENABLED
             value: '{{ .Values.tap.pprof.enabled }}'
           - name: SENTRY_ENABLED
@@ -329,7 +333,7 @@ spec:
               readOnly: true
       {{- end }}
       dnsPolicy: ClusterFirstWithHostNet
-      hostNetwork: true
+      hostNetwork: {{ .Values.tap.hostNetwork }}
       serviceAccountName: {{ include "kubeshark.serviceAccountName" . }}
       {{- if .Values.tap.priorityClass }}
       priorityClassName: {{ .Values.tap.priorityClass | quote }}
@@ -394,9 +398,11 @@ spec:
         - hostPath:
             path: /etc/os-release
           name: os-release
+        {{- if .Values.tap.tls }}
         - hostPath:
             path: /
           name: root
+        {{- end }}
         - name: data
 {{- if .Values.tap.persistentStorage }}
           persistentVolumeClaim:

helm-chart/templates/10-ingress.yaml

@@ -28,7 +28,7 @@ spec:
                 name: kubeshark-front
                 port:
                   number: 80
-            path: /
+            path: {{ default "/" (((.Values).tap).ingress).path }}
             pathType: Prefix
   {{- if .Values.tap.ingress.tls }}
   tls:

helm-chart/templates/12-config-map.yaml

@@ -4,14 +4,15 @@ metadata:
   name: {{ include "kubeshark.configmapName" . }}
   namespace: {{ .Release.Namespace }}
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
 data:
     POD_REGEX: '{{ .Values.tap.regex }}'
     NAMESPACES: '{{ gt (len .Values.tap.namespaces) 0 | ternary (join "," .Values.tap.namespaces) "" }}'
     EXCLUDED_NAMESPACES: '{{ gt (len .Values.tap.excludedNamespaces) 0 | ternary (join "," .Values.tap.excludedNamespaces) "" }}'
     BPF_OVERRIDE: '{{ .Values.tap.bpfOverride }}'
-    STOPPED: '{{ .Values.tap.stopped | ternary "true" "false" }}'
+    DISSECTION_ENABLED: '{{ .Values.tap.capture.dissection.enabled | ternary "true" "false" }}'
+    CAPTURE_SELF: '{{ .Values.tap.capture.captureSelf | ternary "true" "false" }}'
     SCRIPTING_SCRIPTS: '{}'
     SCRIPTING_ACTIVE_SCRIPTS: '{{ gt (len .Values.scripting.active) 0 | ternary (join "," .Values.scripting.active) "" }}'
     INGRESS_ENABLED: '{{ .Values.tap.ingress.enabled }}'
@@ -55,11 +56,11 @@ data:
     TARGETED_PODS_UPDATE_DISABLED: '{{ .Values.tap.liveConfigMapChangesDisabled | ternary "true" "" }}'
     PRESET_FILTERS_CHANGING_ENABLED: '{{ .Values.tap.liveConfigMapChangesDisabled | ternary "false" "true" }}'
     RECORDING_DISABLED: '{{ .Values.tap.liveConfigMapChangesDisabled | ternary "true" "" }}'
-    STOP_TRAFFIC_CAPTURING_DISABLED: '{{- if and .Values.tap.liveConfigMapChangesDisabled .Values.tap.stopped -}}
-                                        false
-                                      {{- else -}}
-                                        {{ .Values.tap.liveConfigMapChangesDisabled | ternary "true" "false" }}
-                                      {{- end }}'
+    DISSECTION_CONTROL_ENABLED: '{{- if and .Values.tap.liveConfigMapChangesDisabled (not .Values.tap.capture.dissection.enabled) -}}
+                                     true
+                                   {{- else -}}
+                                     {{ not .Values.tap.liveConfigMapChangesDisabled | ternary "true" "false" }}
+                                   {{- end }}'
     GLOBAL_FILTER: {{ include "kubeshark.escapeDoubleQuotes" .Values.tap.globalFilter | quote }}
     DEFAULT_FILTER: {{ include "kubeshark.escapeDoubleQuotes" .Values.tap.defaultFilter | quote }}
     TRAFFIC_SAMPLE_RATE: '{{ .Values.tap.misc.trafficSampleRate }}'
@@ -72,7 +73,6 @@ data:
                             {{- else -}}
                               {{ .Values.cloudLicenseEnabled }}
                             {{- end }}'
-    AI_ASSISTANT_ENABLED: '{{ .Values.aiAssistantEnabled | ternary "true" "false" }}'
     DUPLICATE_TIMEFRAME: '{{ .Values.tap.misc.duplicateTimeframe }}'
     ENABLED_DISSECTORS: '{{ gt (len .Values.tap.enabledDissectors) 0 | ternary (join "," .Values.tap.enabledDissectors) "" }}'
     CUSTOM_MACROS: '{{ toJson .Values.tap.customMacros }}'
@@ -83,3 +83,5 @@ data:
     PCAP_MAX_TIME: '{{ .Values.pcapdump.maxTime }}'
     PCAP_MAX_SIZE: '{{ .Values.pcapdump.maxSize }}'
     PORT_MAPPING: '{{ toJson .Values.tap.portMapping }}'
+    RAW_CAPTURE_ENABLED: '{{ .Values.tap.capture.raw.enabled | ternary "true" "false" }}'
+    RAW_CAPTURE_STORAGE_SIZE: '{{ .Values.tap.capture.raw.storageSize }}'

helm-chart/templates/13-secret.yaml

@@ -4,7 +4,7 @@ metadata:
   name: {{ include "kubeshark.secretName" . }}
   namespace: {{ .Release.Namespace }}
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
 stringData:
     LICENSE: '{{ .Values.license }}'
@@ -20,7 +20,7 @@ metadata:
   name: kubeshark-saml-x509-crt-secret
   namespace: {{ .Release.Namespace }}
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
 stringData:
   AUTH_SAML_X509_CRT: |
@@ -34,7 +34,7 @@ metadata:
   name: kubeshark-saml-x509-key-secret
   namespace: {{ .Release.Namespace }}
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
 stringData:
   AUTH_SAML_X509_KEY: |

helm-chart/templates/15-worker-service-metrics.yaml

@@ -14,7 +14,7 @@ metadata:
   namespace: {{ .Release.Namespace }}
 spec:
   selector:
-    app.kubeshark.co/app: worker
+    app.kubeshark.com/app: worker
     {{- include "kubeshark.labels" . | nindent 4 }}
   ports:
   - name: metrics

helm-chart/templates/16-hub-service-metrics.yaml

@@ -14,7 +14,7 @@ metadata:
   namespace: {{ .Release.Namespace }}
 spec:
   selector:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
   ports:
   - name: metrics

helm-chart/templates/17-network-policies.yaml

@@ -12,7 +12,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: hub
+      app.kubeshark.com/app: hub
   policyTypes:
     - Ingress
     - Egress
@@ -40,7 +40,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: front
+      app.kubeshark.com/app: front
   policyTypes:
     - Ingress
     - Egress
@@ -65,7 +65,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: dex
+      app.kubeshark.com/app: dex
   policyTypes:
     - Ingress
     - Egress
@@ -90,7 +90,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: worker
+      app.kubeshark.com/app: worker
   policyTypes:
     - Ingress
     - Egress

helm-chart/templates/18-dex-deployment.yaml

@@ -5,7 +5,7 @@ apiVersion: apps/v1
 kind: Deployment
 metadata:
   labels:
-    app.kubeshark.co/app: dex
+    app.kubeshark.com/app: dex
     {{- include "kubeshark.labels" . | nindent 4 }}
   {{- if .Values.tap.annotations }}
   annotations:
@@ -17,12 +17,12 @@ spec:
   replicas: 1  # Set the desired number of replicas
   selector:
     matchLabels:
-      app.kubeshark.co/app: dex
+      app.kubeshark.com/app: dex
       {{- include "kubeshark.selectorLabels" . | nindent 6 }}
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: dex
+        app.kubeshark.com/app: dex
         {{- include "kubeshark.labels" . | nindent 8 }}
     spec:
       containers:

helm-chart/templates/19-dex-service.yaml

@@ -5,7 +5,7 @@ apiVersion: v1
 kind: Service
 metadata:
   labels:
-    app.kubeshark.co/app: dex
+    app.kubeshark.com/app: dex
     {{- include "kubeshark.labels" . | nindent 4 }}
   {{- if .Values.tap.annotations }}
   annotations:
@@ -19,7 +19,7 @@ spec:
       port: 80
       targetPort: 5556
   selector:
-    app.kubeshark.co/app: dex
+    app.kubeshark.com/app: dex
   type: ClusterIP
 
 {{- end }}

helm-chart/templates/20-dex-secret.yaml

@@ -6,7 +6,7 @@ metadata:
   name: kubeshark-dex-conf-secret
   namespace: {{ .Release.Namespace }}
   labels:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
     {{- include "kubeshark.labels" . | nindent 4 }}
 data:
   dex-config.yaml: {{ .Values.tap.auth.dexConfig | toYaml | b64enc | quote }}

helm-chart/templates/NOTES.txt

@@ -28,9 +28,12 @@ Notices:
 - Support chat using Intercom is enabled. It can be disabled using `--set supportChatEnabled=false`
 {{- end }}
 {{- if eq .Values.license ""}}
-- No license key was detected. You can either log-in/sign-up through the dashboard, or download the license key from https://console.kubeshark.co/ and add it as `LICENSE` via mounted secret (`tap.secrets`).
+- No license key was detected. 
+- Authenticate through the dashboard to activate a complementary COMMUNITY license.
+- If you have an Enterprise license, download the license key from https://console.kubeshark.com/
+- An Enterprise license-key can be added as 'license: <license>' in helm values or as `--set license=<license>` or as `LICENSE` via mounted secret (`tap.secrets`).
+- Contact us to get an Enterprise license: https://kubeshark.com/contact-us.
 {{- end }}
-
 {{ if .Values.tap.ingress.enabled }}
 
 You can now access the application through the following URL:
@@ -42,8 +45,9 @@ To access the application, follow these steps:
 1. Perform port forwarding with the following commands:
 
     kubectl port-forward -n {{ .Release.Namespace }} service/kubeshark-front 8899:80
+    you could also run: `kubeshark proxy` (which simply manages the port-forward connection)
 
 2. Once port forwarding is done, you can access the application by visiting the following URL in your web browser:
-    http://0.0.0.0:8899{{ default "" (((.Values.tap).routing).front).basePath }}/
+    http://127.0.0.1:8899{{ default "" (((.Values.tap).routing).front).basePath }}/
 
 {{- end }}

helm-chart/values.yaml

@@ -1,4 +1,3 @@
-# find a detailed description here: https://github.com/kubeshark/kubeshark/blob/master/helm-chart/README.md
 tap:
   docker:
     registry: docker.io/kubeshark
@@ -26,9 +25,24 @@ tap:
   namespaces: []
   excludedNamespaces: []
   bpfOverride: ""
-  stopped: false
+  capture:
+    dissection:
+      enabled: true
+      stopAfter: 5m
+    captureSelf: false
+    raw:
+      enabled: true
+      storageSize: 1Gi
+    dbMaxSize: 500Mi
+  delayedDissection:
+    image: kubeshark/worker:master
+    cpu: "1"
+    memory: 4Gi
+  snapshots:
+    storageClass: ""
+    storageSize: 20Gi
   release:
-    repo: https://helm.kubeshark.co
+    repo: https://helm.kubeshark.com
     name: kubeshark
     namespace: default
   persistentStorage: false
@@ -36,7 +50,7 @@ tap:
   persistentStoragePvcVolumeMode: FileSystem
   efsFileSytemIdAndPath: ""
   secrets: []
-  storageLimit: 5Gi
+  storageLimit: 10Gi
   storageClass: standard
   dryRun: false
   dns:
@@ -132,11 +146,13 @@ tap:
             canDelete: true
           canUpdateTargetedPods: true
           canStopTrafficCapturing: true
+          canControlDissection: true
           showAdminConsoleLink: true
   ingress:
     enabled: false
     className: ""
     host: ks.svc.cluster.local
+    path: /
     tls: []
     annotations: {}
   priorityClass: ""
@@ -146,6 +162,7 @@ tap:
   ipv6: true
   debug: false
   dashboard:
+    streamingType: connect-rpc
     completeStreamingEnabled: true
   telemetry:
     enabled: true
@@ -158,7 +175,7 @@ tap:
   sentry:
     enabled: false
     environment: production
-  defaultFilter: "!dns and !error"
+  defaultFilter: ""
   liveConfigMapChangesDisabled: false
   globalFilter: ""
   enabledDissectors:
@@ -172,6 +189,10 @@ tap:
   - ldap
   - radius
   - diameter
+  - udp-flow
+  - tcp-flow
+  - tcp-conn
+  - udp-conn
   portMapping:
     http:
     - 80
@@ -198,8 +219,8 @@ tap:
     view: flamegraph
   misc:
     jsonTTL: 5m
-    pcapTTL: 10s
-    pcapErrorTTL: 60s
+    pcapTTL: "0"
+    pcapErrorTTL: "0"
     trafficSampleRate: 100
     tcpStreamChannelTimeoutMs: 10000
     tcpStreamChannelTimeoutShow: false
@@ -231,11 +252,12 @@ tap:
       - SYS_RESOURCE
       - IPC_LOCK
   mountBpf: true
+  hostNetwork: true
 logs:
   file: ""
   grep: ""
 pcapdump:
-  enabled: true
+  enabled: false
   timeInterval: 1m
   maxTime: 1h
   maxSize: 500MB
@@ -248,13 +270,14 @@ kube:
 dumpLogs: false
 headless: false
 license: ""
+cloudApiUrl: "https://api.kubeshark.com"
 cloudLicenseEnabled: true
-aiAssistantEnabled: true
 demoModeEnabled: false
-supportChatEnabled: true
+supportChatEnabled: false
 betaEnabled: false
 internetConnectivity: true
 scripting:
+  enabled: false
   env: {}
   source: ""
   sources: []

integration/README.md

@@ -0,0 +1,57 @@
+# Integration Tests
+
+This directory contains integration tests that run against a real Kubernetes cluster.
+
+## Prerequisites
+
+1. **Kubernetes cluster** - A running cluster accessible via `kubectl`
+2. **kubectl** - Configured with appropriate context
+3. **Go 1.21+** - For running tests
+
+## Running Tests
+
+```bash
+# Run all integration tests
+make test-integration
+
+# Run specific command tests
+make test-integration-mcp
+
+# Run with verbose output
+make test-integration-verbose
+
+# Run with custom timeout (default: 5m)
+INTEGRATION_TIMEOUT=10m make test-integration
+```
+
+## Environment Variables
+
+| Variable | Default | Description |
+|----------|---------|-------------|
+| `KUBESHARK_BINARY` | Auto-built | Path to pre-built kubeshark binary |
+| `INTEGRATION_TIMEOUT` | `5m` | Test timeout duration |
+| `KUBECONFIG` | `~/.kube/config` | Kubernetes config file |
+| `INTEGRATION_SKIP_CLEANUP` | `false` | Skip cleanup after tests (for debugging) |
+
+## Test Structure
+
+```
+integration/
+├── README.md           # This file
+├── common_test.go      # Shared test helpers
+├── mcp_test.go         # MCP command integration tests
+├── tap_test.go         # Tap command tests (future)
+└── ...                 # Additional command tests
+```
+
+## Writing New Tests
+
+1. Create `<command>_test.go` with build tag `//go:build integration`
+2. Use helpers from `common_test.go`: `requireKubernetesCluster(t)`, `getKubesharkBinary(t)`, `cleanupKubeshark(t, binary)`
+
+## CI/CD Integration
+
+```bash
+# JSON output for CI parsing
+go test -tags=integration -json ./integration/...
+```

integration/common_test.go

@@ -0,0 +1,217 @@
+//go:build integration
+
+// Package integration contains integration tests that run against a real Kubernetes cluster.
+// Run with: go test -tags=integration ./integration/...
+package integration
+
+import (
+	"bytes"
+	"context"
+	"fmt"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"strings"
+	"sync"
+	"testing"
+	"time"
+)
+
+const (
+	binaryName     = "kubeshark"
+	defaultTimeout = 2 * time.Minute
+	startupTimeout = 3 * time.Minute
+)
+
+var (
+	// binaryPath caches the built binary path
+	binaryPath string
+	buildOnce  sync.Once
+	buildErr   error
+)
+
+// requireKubernetesCluster skips the test if no Kubernetes cluster is available.
+func requireKubernetesCluster(t *testing.T) {
+	t.Helper()
+	if !hasKubernetesCluster() {
+		t.Skip("Skipping: no Kubernetes cluster available")
+	}
+}
+
+// hasKubernetesCluster returns true if a Kubernetes cluster is accessible.
+func hasKubernetesCluster() bool {
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
+	defer cancel()
+	return exec.CommandContext(ctx, "kubectl", "cluster-info").Run() == nil
+}
+
+// getKubesharkBinary returns the path to the kubeshark binary, building it if necessary.
+func getKubesharkBinary(t *testing.T) string {
+	t.Helper()
+
+	// Check if binary path is provided via environment
+	if envBinary := os.Getenv("KUBESHARK_BINARY"); envBinary != "" {
+		if _, err := os.Stat(envBinary); err == nil {
+			return envBinary
+		}
+		t.Fatalf("KUBESHARK_BINARY set but file not found: %s", envBinary)
+	}
+
+	// Build once per test run
+	buildOnce.Do(func() {
+		binaryPath, buildErr = buildBinary(t)
+	})
+
+	if buildErr != nil {
+		t.Fatalf("Failed to build binary: %v", buildErr)
+	}
+
+	return binaryPath
+}
+
+// buildBinary compiles the binary and returns its path.
+func buildBinary(t *testing.T) (string, error) {
+	t.Helper()
+
+	// Find project root (directory containing go.mod)
+	projectRoot, err := findProjectRoot()
+	if err != nil {
+		return "", fmt.Errorf("finding project root: %w", err)
+	}
+
+	outputPath := filepath.Join(projectRoot, "bin", binaryName+"_integration_test")
+
+	t.Logf("Building %s binary at %s", binaryName, outputPath)
+
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+	defer cancel()
+
+	cmd := exec.CommandContext(ctx, "go", "build",
+		"-o", outputPath,
+		filepath.Join(projectRoot, binaryName+".go"),
+	)
+	cmd.Dir = projectRoot
+
+	output, err := cmd.CombinedOutput()
+	if err != nil {
+		return "", fmt.Errorf("build failed: %w\nOutput: %s", err, output)
+	}
+
+	return outputPath, nil
+}
+
+// findProjectRoot locates the project root by finding go.mod
+func findProjectRoot() (string, error) {
+	dir, err := os.Getwd()
+	if err != nil {
+		return "", err
+	}
+
+	for {
+		if _, err := os.Stat(filepath.Join(dir, "go.mod")); err == nil {
+			return dir, nil
+		}
+
+		parent := filepath.Dir(dir)
+		if parent == dir {
+			return "", fmt.Errorf("could not find go.mod in any parent directory")
+		}
+		dir = parent
+	}
+}
+
+// runKubeshark executes the kubeshark binary with the given arguments.
+// Returns combined stdout/stderr and any error.
+func runKubeshark(t *testing.T, binary string, args ...string) (string, error) {
+	t.Helper()
+	return runKubesharkWithTimeout(t, binary, defaultTimeout, args...)
+}
+
+// runKubesharkWithTimeout executes the kubeshark binary with a custom timeout.
+func runKubesharkWithTimeout(t *testing.T, binary string, timeout time.Duration, args ...string) (string, error) {
+	t.Helper()
+
+	ctx, cancel := context.WithTimeout(context.Background(), timeout)
+	defer cancel()
+
+	t.Logf("Running: %s %s", binary, strings.Join(args, " "))
+
+	cmd := exec.CommandContext(ctx, binary, args...)
+
+	var stdout, stderr bytes.Buffer
+	cmd.Stdout = &stdout
+	cmd.Stderr = &stderr
+
+	err := cmd.Run()
+
+	output := stdout.String()
+	if stderr.Len() > 0 {
+		output += "\n[stderr]\n" + stderr.String()
+	}
+
+	if ctx.Err() == context.DeadlineExceeded {
+		return output, fmt.Errorf("command timed out after %v", timeout)
+	}
+
+	return output, err
+}
+
+// cleanupKubeshark ensures Kubeshark is not running in the cluster.
+func cleanupKubeshark(t *testing.T, binary string) {
+	t.Helper()
+
+	if os.Getenv("INTEGRATION_SKIP_CLEANUP") == "true" {
+		t.Log("Skipping cleanup (INTEGRATION_SKIP_CLEANUP=true)")
+		return
+	}
+
+	t.Log("Cleaning up any existing Kubeshark installation...")
+
+	// Run clean command, ignore errors (might not be installed)
+	_, _ = runKubeshark(t, binary, "clean")
+
+	// Wait a moment for resources to be deleted
+	time.Sleep(2 * time.Second)
+}
+
+// waitForKubesharkReady waits for Kubeshark to be ready after starting.
+func waitForKubesharkReady(t *testing.T, binary string, timeout time.Duration) error {
+	t.Helper()
+
+	t.Log("Waiting for Kubeshark to be ready...")
+
+	deadline := time.Now().Add(timeout)
+
+	for time.Now().Before(deadline) {
+		// Check if pods are running
+		ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
+		cmd := exec.CommandContext(ctx, "kubectl", "get", "pods", "-l", "app.kubernetes.io/name=kubeshark", "-o", "jsonpath={.items[*].status.phase}")
+		output, err := cmd.Output()
+		cancel()
+
+		if err == nil && strings.Contains(string(output), "Running") {
+			t.Log("Kubeshark is ready")
+			return nil
+		}
+
+		time.Sleep(5 * time.Second)
+	}
+
+	return fmt.Errorf("timeout waiting for Kubeshark to be ready")
+}
+
+// isKubesharkRunning checks if Kubeshark is currently running in the cluster.
+func isKubesharkRunning(t *testing.T) bool {
+	t.Helper()
+
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
+	defer cancel()
+
+	cmd := exec.CommandContext(ctx, "kubectl", "get", "pods", "-l", "app.kubernetes.io/name=kubeshark", "-o", "name")
+	output, err := cmd.Output()
+	if err != nil {
+		return false
+	}
+
+	return strings.TrimSpace(string(output)) != ""
+}

integration/mcp_test.go

@@ -0,0 +1,529 @@
+//go:build integration
+
+package integration
+
+import (
+	"bufio"
+	"bytes"
+	"context"
+	"encoding/json"
+	"io"
+	"os/exec"
+	"strings"
+	"testing"
+	"time"
+)
+
+// MCPRequest represents a JSON-RPC request
+type MCPRequest struct {
+	JSONRPC string      `json:"jsonrpc"`
+	ID      int         `json:"id"`
+	Method  string      `json:"method"`
+	Params  interface{} `json:"params,omitempty"`
+}
+
+// MCPResponse represents a JSON-RPC response
+type MCPResponse struct {
+	JSONRPC string          `json:"jsonrpc"`
+	ID      int             `json:"id"`
+	Result  json.RawMessage `json:"result,omitempty"`
+	Error   *MCPError       `json:"error,omitempty"`
+}
+
+// MCPError represents a JSON-RPC error
+type MCPError struct {
+	Code    int    `json:"code"`
+	Message string `json:"message"`
+}
+
+// mcpSession represents a running MCP server session
+type mcpSession struct {
+	cmd    *exec.Cmd
+	stdin  io.WriteCloser
+	stdout *bufio.Reader
+	stderr *bytes.Buffer // Captured stderr for debugging
+	cancel context.CancelFunc
+}
+
+// startMCPSession starts an MCP server and returns a session for sending requests.
+// By default, starts in read-only mode (no --allow-destructive).
+func startMCPSession(t *testing.T, binary string, args ...string) *mcpSession {
+	t.Helper()
+
+	ctx, cancel := context.WithCancel(context.Background())
+
+	cmdArgs := append([]string{"mcp"}, args...)
+	cmd := exec.CommandContext(ctx, binary, cmdArgs...)
+
+	stdin, err := cmd.StdinPipe()
+	if err != nil {
+		cancel()
+		t.Fatalf("Failed to create stdin pipe: %v", err)
+	}
+
+	stdout, err := cmd.StdoutPipe()
+	if err != nil {
+		cancel()
+		t.Fatalf("Failed to create stdout pipe: %v", err)
+	}
+
+	// Capture stderr for debugging
+	var stderrBuf bytes.Buffer
+	cmd.Stderr = &stderrBuf
+
+	if err := cmd.Start(); err != nil {
+		cancel()
+		t.Fatalf("Failed to start MCP server: %v", err)
+	}
+
+	return &mcpSession{
+		cmd:    cmd,
+		stdin:  stdin,
+		stdout: bufio.NewReader(stdout),
+		stderr: &stderrBuf,
+		cancel: cancel,
+	}
+}
+
+// startMCPSessionWithDestructive starts an MCP server with --allow-destructive flag.
+func startMCPSessionWithDestructive(t *testing.T, binary string, args ...string) *mcpSession {
+	t.Helper()
+	allArgs := append([]string{"--allow-destructive"}, args...)
+	return startMCPSession(t, binary, allArgs...)
+}
+
+// sendRequest sends a JSON-RPC request and returns the response (30s timeout).
+func (s *mcpSession) sendRequest(t *testing.T, req MCPRequest) MCPResponse {
+	t.Helper()
+	return s.sendRequestWithTimeout(t, req, 30*time.Second)
+}
+
+// sendRequestWithTimeout sends a JSON-RPC request with a custom timeout.
+func (s *mcpSession) sendRequestWithTimeout(t *testing.T, req MCPRequest, timeout time.Duration) MCPResponse {
+	t.Helper()
+
+	reqBytes, err := json.Marshal(req)
+	if err != nil {
+		t.Fatalf("Failed to marshal request: %v", err)
+	}
+
+	t.Logf("Sending: %s", string(reqBytes))
+
+	if _, err := s.stdin.Write(append(reqBytes, '\n')); err != nil {
+		t.Fatalf("Failed to write request: %v", err)
+	}
+
+	// Read response with timeout
+	responseChan := make(chan string, 1)
+	errChan := make(chan error, 1)
+
+	go func() {
+		line, err := s.stdout.ReadString('\n')
+		if err != nil {
+			errChan <- err
+			return
+		}
+		responseChan <- line
+	}()
+
+	select {
+	case line := <-responseChan:
+		t.Logf("Received: %s", strings.TrimSpace(line))
+		var resp MCPResponse
+		if err := json.Unmarshal([]byte(line), &resp); err != nil {
+			t.Fatalf("Failed to unmarshal response: %v\nResponse: %s", err, line)
+		}
+		return resp
+	case err := <-errChan:
+		t.Fatalf("Failed to read response: %v", err)
+		return MCPResponse{}
+	case <-time.After(timeout):
+		t.Fatalf("Timeout waiting for MCP response after %v", timeout)
+		return MCPResponse{}
+	}
+}
+
+// callTool invokes an MCP tool and returns the response (30s timeout).
+func (s *mcpSession) callTool(t *testing.T, id int, toolName string, args map[string]interface{}) MCPResponse {
+	t.Helper()
+	return s.callToolWithTimeout(t, id, toolName, args, 30*time.Second)
+}
+
+// callToolWithTimeout invokes an MCP tool with a custom timeout.
+func (s *mcpSession) callToolWithTimeout(t *testing.T, id int, toolName string, args map[string]interface{}, timeout time.Duration) MCPResponse {
+	t.Helper()
+
+	return s.sendRequestWithTimeout(t, MCPRequest{
+		JSONRPC: "2.0",
+		ID:      id,
+		Method:  "tools/call",
+		Params: map[string]interface{}{
+			"name":      toolName,
+			"arguments": args,
+		},
+	}, timeout)
+}
+
+// close terminates the MCP session.
+func (s *mcpSession) close() {
+	s.cancel()
+	_ = s.cmd.Wait()
+}
+
+// getStderr returns any captured stderr output (useful for debugging failures).
+func (s *mcpSession) getStderr() string {
+	if s.stderr == nil {
+		return ""
+	}
+	return s.stderr.String()
+}
+
+// initialize sends the MCP initialize request and returns the response.
+func (s *mcpSession) initialize(t *testing.T, id int) MCPResponse {
+	t.Helper()
+	return s.sendRequest(t, MCPRequest{
+		JSONRPC: "2.0",
+		ID:      id,
+		Method:  "initialize",
+		Params: map[string]interface{}{
+			"protocolVersion": "2024-11-05",
+			"capabilities":    map[string]interface{}{},
+			"clientInfo":      map[string]interface{}{"name": "test", "version": "1.0"},
+		},
+	})
+}
+
+// TestMCP_Initialize tests the MCP initialization handshake.
+func TestMCP_Initialize(t *testing.T) {
+	requireKubernetesCluster(t)
+	session := startMCPSession(t, getKubesharkBinary(t))
+	defer session.close()
+
+	resp := session.initialize(t, 1)
+	if resp.Error != nil {
+		t.Fatalf("Initialize failed: %s", resp.Error.Message)
+	}
+
+	var result map[string]interface{}
+	if err := json.Unmarshal(resp.Result, &result); err != nil {
+		t.Fatalf("Failed to parse result: %v", err)
+	}
+
+	if _, ok := result["capabilities"]; !ok {
+		t.Error("Response missing capabilities")
+	}
+	if _, ok := result["serverInfo"]; !ok {
+		t.Error("Response missing serverInfo")
+	}
+}
+
+// TestMCP_ToolsList_ReadOnly tests that tools/list returns only safe tools in read-only mode.
+func TestMCP_ToolsList_ReadOnly(t *testing.T) {
+	requireKubernetesCluster(t)
+	session := startMCPSession(t, getKubesharkBinary(t))
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.sendRequest(t, MCPRequest{JSONRPC: "2.0", ID: 2, Method: "tools/list"})
+	if resp.Error != nil {
+		t.Fatalf("tools/list failed: %s", resp.Error.Message)
+	}
+
+	var result struct {
+		Tools []struct{ Name string `json:"name"` } `json:"tools"`
+	}
+	if err := json.Unmarshal(resp.Result, &result); err != nil {
+		t.Fatalf("Failed to parse result: %v", err)
+	}
+
+	toolNames := make(map[string]bool)
+	for _, tool := range result.Tools {
+		toolNames[tool.Name] = true
+	}
+
+	if !toolNames["check_kubeshark_status"] {
+		t.Error("Missing expected tool: check_kubeshark_status")
+	}
+	if toolNames["start_kubeshark"] || toolNames["stop_kubeshark"] {
+		t.Error("Destructive tools should not be available in read-only mode")
+	}
+}
+
+// TestMCP_ToolsList_WithDestructive tests that tools/list includes destructive tools when flag is set.
+func TestMCP_ToolsList_WithDestructive(t *testing.T) {
+	requireKubernetesCluster(t)
+	session := startMCPSessionWithDestructive(t, getKubesharkBinary(t))
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.sendRequest(t, MCPRequest{JSONRPC: "2.0", ID: 2, Method: "tools/list"})
+	if resp.Error != nil {
+		t.Fatalf("tools/list failed: %s", resp.Error.Message)
+	}
+
+	var result struct {
+		Tools []struct{ Name string `json:"name"` } `json:"tools"`
+	}
+	if err := json.Unmarshal(resp.Result, &result); err != nil {
+		t.Fatalf("Failed to parse result: %v", err)
+	}
+
+	toolNames := make(map[string]bool)
+	for _, tool := range result.Tools {
+		toolNames[tool.Name] = true
+	}
+
+	for _, expected := range []string{"check_kubeshark_status", "start_kubeshark", "stop_kubeshark"} {
+		if !toolNames[expected] {
+			t.Errorf("Missing expected tool: %s", expected)
+		}
+	}
+}
+
+// TestMCP_CheckKubesharkStatus_NotRunning tests check_kubeshark_status when Kubeshark is not running.
+func TestMCP_CheckKubesharkStatus_NotRunning(t *testing.T) {
+	requireKubernetesCluster(t)
+	binary := getKubesharkBinary(t)
+	cleanupKubeshark(t, binary)
+
+	session := startMCPSession(t, binary)
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.callTool(t, 2, "check_kubeshark_status", nil)
+	if resp.Error != nil {
+		t.Fatalf("check_kubeshark_status failed: %s", resp.Error.Message)
+	}
+
+	var result struct {
+		Content []struct{ Text string `json:"text"` } `json:"content"`
+	}
+	if err := json.Unmarshal(resp.Result, &result); err != nil {
+		t.Fatalf("Failed to parse result: %v", err)
+	}
+
+	if len(result.Content) == 0 || (!strings.Contains(result.Content[0].Text, "not running") && !strings.Contains(result.Content[0].Text, "NOT")) {
+		t.Errorf("Expected 'not running' status")
+	}
+}
+
+// TestMCP_StartKubeshark tests the start_kubeshark tool.
+func TestMCP_StartKubeshark(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping in short mode")
+	}
+	requireKubernetesCluster(t)
+	binary := getKubesharkBinary(t)
+	cleanupKubeshark(t, binary)
+	t.Cleanup(func() { cleanupKubeshark(t, binary) })
+
+	session := startMCPSessionWithDestructive(t, binary)
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.callToolWithTimeout(t, 2, "start_kubeshark", nil, 3*time.Minute)
+	if resp.Error != nil {
+		t.Fatalf("start_kubeshark failed: %s", resp.Error.Message)
+	}
+
+	if !isKubesharkRunning(t) {
+		t.Error("Kubeshark should be running after start_kubeshark")
+	}
+}
+
+// TestMCP_StartKubeshark_WithoutFlag tests that start_kubeshark fails without --allow-destructive.
+func TestMCP_StartKubeshark_WithoutFlag(t *testing.T) {
+	requireKubernetesCluster(t)
+	session := startMCPSession(t, getKubesharkBinary(t))
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.callTool(t, 2, "start_kubeshark", nil)
+
+	var result struct {
+		Content []struct{ Text string `json:"text"` } `json:"content"`
+		IsError bool                                  `json:"isError"`
+	}
+	if err := json.Unmarshal(resp.Result, &result); err != nil {
+		t.Fatalf("Failed to parse result: %v", err)
+	}
+
+	if !result.IsError {
+		t.Error("Expected isError=true without --allow-destructive")
+	}
+}
+
+// TestMCP_StopKubeshark tests the stop_kubeshark tool.
+func TestMCP_StopKubeshark(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping in short mode")
+	}
+	requireKubernetesCluster(t)
+	binary := getKubesharkBinary(t)
+
+	session := startMCPSessionWithDestructive(t, binary)
+	defer session.close()
+
+	session.initialize(t, 0)
+
+	// Start Kubeshark if not running
+	if !isKubesharkRunning(t) {
+		resp := session.callToolWithTimeout(t, 1, "start_kubeshark", nil, 2*time.Minute)
+		if resp.Error != nil {
+			t.Skipf("Could not start Kubeshark: %v", resp.Error.Message)
+		}
+	}
+
+	resp := session.callToolWithTimeout(t, 2, "stop_kubeshark", nil, 2*time.Minute)
+	if resp.Error != nil {
+		t.Fatalf("stop_kubeshark failed: %s", resp.Error.Message)
+	}
+
+	time.Sleep(5 * time.Second)
+	if isKubesharkRunning(t) {
+		t.Error("Kubeshark should not be running after stop_kubeshark")
+	}
+}
+
+// TestMCP_StopKubeshark_WithoutFlag tests that stop_kubeshark fails without --allow-destructive.
+func TestMCP_StopKubeshark_WithoutFlag(t *testing.T) {
+	requireKubernetesCluster(t)
+	session := startMCPSession(t, getKubesharkBinary(t))
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.callTool(t, 2, "stop_kubeshark", nil)
+
+	var result struct {
+		IsError bool `json:"isError"`
+	}
+	if err := json.Unmarshal(resp.Result, &result); err != nil {
+		t.Fatalf("Failed to parse result: %v", err)
+	}
+
+	if !result.IsError {
+		t.Error("Expected isError=true without --allow-destructive")
+	}
+}
+
+// TestMCP_FullLifecycle tests the complete lifecycle: check -> start -> check -> stop -> check
+func TestMCP_FullLifecycle(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping in short mode")
+	}
+	requireKubernetesCluster(t)
+	binary := getKubesharkBinary(t)
+	cleanupKubeshark(t, binary)
+
+	session := startMCPSessionWithDestructive(t, binary)
+	defer session.close()
+
+	session.initialize(t, 1)
+
+	// Check -> Start -> Check -> Stop -> Check
+	if resp := session.callTool(t, 2, "check_kubeshark_status", nil); resp.Error != nil {
+		t.Fatalf("Initial status check failed: %s", resp.Error.Message)
+	}
+
+	if resp := session.callToolWithTimeout(t, 3, "start_kubeshark", nil, 3*time.Minute); resp.Error != nil {
+		t.Fatalf("Start failed: %s", resp.Error.Message)
+	}
+	if err := waitForKubesharkReady(t, binary, startupTimeout); err != nil {
+		t.Fatalf("Kubeshark did not become ready: %v", err)
+	}
+
+	if resp := session.callTool(t, 4, "check_kubeshark_status", nil); resp.Error != nil {
+		t.Fatalf("Status check after start failed: %s", resp.Error.Message)
+	}
+
+	if resp := session.callToolWithTimeout(t, 5, "stop_kubeshark", nil, 2*time.Minute); resp.Error != nil {
+		t.Fatalf("Stop failed: %s", resp.Error.Message)
+	}
+	time.Sleep(5 * time.Second)
+
+	if resp := session.callTool(t, 6, "check_kubeshark_status", nil); resp.Error != nil {
+		t.Fatalf("Final status check failed: %s", resp.Error.Message)
+	}
+}
+
+// TestMCP_APIToolsRequireKubeshark tests that API tools return helpful errors when Kubeshark isn't running.
+func TestMCP_APIToolsRequireKubeshark(t *testing.T) {
+	requireKubernetesCluster(t)
+	binary := getKubesharkBinary(t)
+	cleanupKubeshark(t, binary)
+
+	session := startMCPSession(t, binary)
+	defer session.close()
+
+	session.initialize(t, 1)
+
+	for i, tool := range []string{"list_workloads", "list_api_calls", "get_api_stats"} {
+		resp := session.callTool(t, i+2, tool, nil)
+		// Either error or helpful message is acceptable
+		if resp.Error != nil {
+			t.Logf("%s returned error (expected): %s", tool, resp.Error.Message)
+		}
+	}
+}
+
+// TestMCP_SetFlags tests that --set flags are passed correctly.
+func TestMCP_SetFlags(t *testing.T) {
+	requireKubernetesCluster(t)
+	session := startMCPSession(t, getKubesharkBinary(t), "--set", "tap.namespaces={default}")
+	defer session.close()
+
+	session.initialize(t, 1)
+	resp := session.sendRequest(t, MCPRequest{JSONRPC: "2.0", ID: 2, Method: "tools/list"})
+	if resp.Error != nil {
+		t.Fatalf("tools/list failed with --set flags: %s", resp.Error.Message)
+	}
+}
+
+// BenchmarkMCP_CheckStatus benchmarks the check_kubeshark_status tool.
+func BenchmarkMCP_CheckStatus(b *testing.B) {
+	if testing.Short() {
+		b.Skip("Skipping benchmark in short mode")
+	}
+	if !hasKubernetesCluster() {
+		b.Skip("Skipping: no Kubernetes cluster available")
+	}
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	cmd := exec.CommandContext(ctx, getKubesharkBinary(b), "mcp")
+	stdin, _ := cmd.StdinPipe()
+	stdout, _ := cmd.StdoutPipe()
+	reader := bufio.NewReader(stdout)
+
+	if err := cmd.Start(); err != nil {
+		b.Fatalf("Failed to start MCP: %v", err)
+	}
+	defer func() { cancel(); _ = cmd.Wait() }()
+
+	// Initialize
+	initReq, _ := json.Marshal(MCPRequest{
+		JSONRPC: "2.0", ID: 0, Method: "initialize",
+		Params: map[string]interface{}{
+			"protocolVersion": "2024-11-05",
+			"capabilities":    map[string]interface{}{},
+			"clientInfo":      map[string]interface{}{"name": "bench", "version": "1.0"},
+		},
+	})
+	_, _ = stdin.Write(append(initReq, '\n'))
+	_, _ = reader.ReadString('\n')
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		req, _ := json.Marshal(MCPRequest{
+			JSONRPC: "2.0", ID: i + 1, Method: "tools/call",
+			Params: map[string]interface{}{"name": "check_kubeshark_status", "arguments": map[string]interface{}{}},
+		})
+		if _, err := stdin.Write(append(req, '\n')); err != nil {
+			b.Fatalf("Write failed: %v", err)
+		}
+		if _, err := reader.ReadString('\n'); err != nil {
+			b.Fatalf("Read failed: %v", err)
+		}
+	}
+}

kubernetes/consts.go

@@ -8,5 +8,5 @@ const (
 	HubServiceName             = HubPodName
 	K8sAllNamespaces           = ""
 	MinKubernetesServerVersion = "1.16.0"
-	AppLabelKey                = "app.kubeshark.co/app"
+	AppLabelKey                = "app.kubeshark.com/app"
 )

manifests/complete.yaml

@@ -4,17 +4,17 @@ apiVersion: networking.k8s.io/v1
 kind: NetworkPolicy
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-hub-network-policy
   namespace: default
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: hub
+      app.kubeshark.com/app: hub
   policyTypes:
     - Ingress
     - Egress
@@ -33,10 +33,10 @@ apiVersion: networking.k8s.io/v1
 kind: NetworkPolicy
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
   name: kubeshark-front-network-policy
@@ -44,7 +44,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: front
+      app.kubeshark.com/app: front
   policyTypes:
     - Ingress
     - Egress
@@ -60,10 +60,10 @@ apiVersion: networking.k8s.io/v1
 kind: NetworkPolicy
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
   name: kubeshark-dex-network-policy
@@ -71,7 +71,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: dex
+      app.kubeshark.com/app: dex
   policyTypes:
     - Ingress
     - Egress
@@ -87,10 +87,10 @@ apiVersion: networking.k8s.io/v1
 kind: NetworkPolicy
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
   name: kubeshark-worker-network-policy
@@ -98,7 +98,7 @@ metadata:
 spec:
   podSelector:
     matchLabels:
-      app.kubeshark.co/app: worker
+      app.kubeshark.com/app: worker
   policyTypes:
     - Ingress
     - Egress
@@ -116,10 +116,10 @@ apiVersion: v1
 kind: ServiceAccount
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-service-account
   namespace: default
@@ -131,11 +131,11 @@ metadata:
   name: kubeshark-secret
   namespace: default
   labels:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
 stringData:
     LICENSE: ''
@@ -150,11 +150,11 @@ metadata:
   name: kubeshark-saml-x509-crt-secret
   namespace: default
   labels:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
 stringData:
   AUTH_SAML_X509_CRT: |
@@ -166,11 +166,11 @@ metadata:
   name: kubeshark-saml-x509-key-secret
   namespace: default
   labels:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
 stringData:
   AUTH_SAML_X509_KEY: |
@@ -182,10 +182,10 @@ metadata:
   name: kubeshark-nginx-config-map
   namespace: default
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
 data:
   default.conf: |
@@ -245,18 +245,18 @@ metadata:
   name: kubeshark-config-map
   namespace: default
   labels:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
 data:
     POD_REGEX: '.*'
     NAMESPACES: ''
     EXCLUDED_NAMESPACES: ''
     BPF_OVERRIDE: ''
-    STOPPED: 'false'
+    DISSECTION_ENABLED: 'true'
     SCRIPTING_SCRIPTS: '{}'
     SCRIPTING_ACTIVE_SCRIPTS: ''
     INGRESS_ENABLED: 'false'
@@ -276,36 +276,38 @@ data:
     TARGETED_PODS_UPDATE_DISABLED: ''
     PRESET_FILTERS_CHANGING_ENABLED: 'true'
     RECORDING_DISABLED: ''
-    STOP_TRAFFIC_CAPTURING_DISABLED: 'false'
+    DISSECTION_CONTROL_ENABLED: 'true'
     GLOBAL_FILTER: ""
-    DEFAULT_FILTER: "!dns and !error"
+    DEFAULT_FILTER: ""
     TRAFFIC_SAMPLE_RATE: '100'
     JSON_TTL: '5m'
-    PCAP_TTL: '10s'
-    PCAP_ERROR_TTL: '60s'
+    PCAP_TTL: '0'
+    PCAP_ERROR_TTL: '0'
     TIMEZONE: ' '
     CLOUD_LICENSE_ENABLED: 'true'
     AI_ASSISTANT_ENABLED: 'true'
     DUPLICATE_TIMEFRAME: '200ms'
-    ENABLED_DISSECTORS: 'amqp,dns,http,icmp,kafka,redis,ws,ldap,radius,diameter'
+    ENABLED_DISSECTORS: 'amqp,dns,http,icmp,kafka,redis,ws,ldap,radius,diameter,udp-flow,tcp-flow,udp-conn,tcp-conn'
     CUSTOM_MACROS: '{"https":"tls and (http or http2)"}'
     DISSECTORS_UPDATING_ENABLED: 'true'
     DETECT_DUPLICATES: 'false'
-    PCAP_DUMP_ENABLE: 'true'
+    PCAP_DUMP_ENABLE: 'false'
     PCAP_TIME_INTERVAL: '1m'
     PCAP_MAX_TIME: '1h'
     PCAP_MAX_SIZE: '500MB'
     PORT_MAPPING: '{"amqp":[5671,5672],"diameter":[3868],"http":[80,443,8080],"kafka":[9092],"ldap":[389],"redis":[6379]}'
+    RAW_CAPTURE_ENABLED: 'true'
+    RAW_CAPTURE_STORAGE_SIZE: '1Gi'
 ---
 # Source: kubeshark/templates/02-cluster-role.yaml
 apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRole
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-cluster-role-default
   namespace: default
@@ -349,10 +351,10 @@ apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRoleBinding
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-cluster-role-binding-default
   namespace: default
@@ -370,10 +372,10 @@ apiVersion: rbac.authorization.k8s.io/v1
 kind: Role
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
   name: kubeshark-self-config-role
@@ -408,16 +410,22 @@ rules:
     verbs:
       - create
       - get
+  - apiGroups:
+      - batch
+    resources:
+      - jobs
+    verbs:
+      - "*"
 ---
 # Source: kubeshark/templates/03-cluster-role-binding.yaml
 apiVersion: rbac.authorization.k8s.io/v1
 kind: RoleBinding
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
   name: kubeshark-self-config-role-binding
@@ -436,11 +444,11 @@ apiVersion: v1
 kind: Service
 metadata:
   labels:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-hub
   namespace: default
@@ -450,7 +458,7 @@ spec:
       port: 80
       targetPort: 8080
   selector:
-    app.kubeshark.co/app: hub
+    app.kubeshark.com/app: hub
   type: ClusterIP
 ---
 # Source: kubeshark/templates/07-front-service.yaml
@@ -458,10 +466,10 @@ apiVersion: v1
 kind: Service
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-front
   namespace: default
@@ -471,7 +479,7 @@ spec:
       port: 80
       targetPort: 8080
   selector:
-    app.kubeshark.co/app: front
+    app.kubeshark.com/app: front
   type: ClusterIP
 ---
 # Source: kubeshark/templates/15-worker-service-metrics.yaml
@@ -479,10 +487,10 @@ kind: Service
 apiVersion: v1
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
     prometheus.io/scrape: 'true'
@@ -491,11 +499,11 @@ metadata:
   namespace: default
 spec:
   selector:
-    app.kubeshark.co/app: worker
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: worker
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   ports:
   - name: metrics
@@ -508,10 +516,10 @@ kind: Service
 apiVersion: v1
 metadata:
   labels:
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   annotations:
     prometheus.io/scrape: 'true'
@@ -520,11 +528,11 @@ metadata:
   namespace: default
 spec:
   selector:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   ports:
   - name: metrics
@@ -537,29 +545,29 @@ apiVersion: apps/v1
 kind: DaemonSet
 metadata:
   labels:
-    app.kubeshark.co/app: worker
+    app.kubeshark.com/app: worker
     sidecar.istio.io/inject: "false"
-    helm.sh/chart: kubeshark-52.8.0
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-worker-daemon-set
   namespace: default
 spec:
   selector:
     matchLabels:
-      app.kubeshark.co/app: worker
+      app.kubeshark.com/app: worker
       app.kubernetes.io/name: kubeshark
       app.kubernetes.io/instance: kubeshark
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: worker
-        helm.sh/chart: kubeshark-52.8.0
+        app.kubeshark.com/app: worker
+        helm.sh/chart: kubeshark-52.12.0
         app.kubernetes.io/name: kubeshark
         app.kubernetes.io/instance: kubeshark
-        app.kubernetes.io/version: "52.8.0"
+        app.kubernetes.io/version: "52.12.0"
         app.kubernetes.io/managed-by: Helm
       name: kubeshark-worker-daemon-set
       namespace: kubeshark
@@ -569,7 +577,7 @@ spec:
           - /bin/sh
           - -c
           - mkdir -p /sys/fs/bpf && mount | grep -q '/sys/fs/bpf' || mount -t bpf bpf /sys/fs/bpf
-          image: 'docker.io/kubeshark/worker:v52.8'
+          image: 'docker.io/kubeshark/worker:v52.12'
           imagePullPolicy: Always
           name: mount-bpf
           securityContext:
@@ -598,7 +606,11 @@ spec:
             - 'auto'
             - -staletimeout
             - '30'
-          image: 'docker.io/kubeshark/worker:v52.8'
+            - -storage-size
+            - '10Gi'
+            - -capture-db-max-size
+            - '500Mi'
+          image: 'docker.io/kubeshark/worker:v52.12'
           imagePullPolicy: Always
           name: sniffer
           ports:
@@ -619,7 +631,7 @@ spec:
           - name: TCP_STREAM_CHANNEL_TIMEOUT_SHOW
             value: 'false'
           - name: KUBESHARK_CLOUD_API_URL
-            value: 'https://api.kubeshark.co'
+            value: 'https://api.kubeshark.com'
           - name: PROFILING_ENABLED
             value: 'false'
           - name: SENTRY_ENABLED
@@ -672,7 +684,7 @@ spec:
             - -disable-tls-log
             - -loglevel
             - 'warning'
-          image: 'docker.io/kubeshark/worker:v52.8'
+          image: 'docker.io/kubeshark/worker:v52.12'
           imagePullPolicy: Always
           name: tracer
           env:
@@ -756,18 +768,18 @@ spec:
           name: root
         - name: data
           emptyDir:
-            sizeLimit: 5Gi
+            sizeLimit: 10Gi
 ---
 # Source: kubeshark/templates/04-hub-deployment.yaml
 apiVersion: apps/v1
 kind: Deployment
 metadata:
   labels:
-    app.kubeshark.co/app: hub
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: hub
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-hub
   namespace: default
@@ -775,17 +787,17 @@ spec:
   replicas: 1  # Set the desired number of replicas
   selector:
     matchLabels:
-      app.kubeshark.co/app: hub
+      app.kubeshark.com/app: hub
       app.kubernetes.io/name: kubeshark
       app.kubernetes.io/instance: kubeshark
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: hub
-        helm.sh/chart: kubeshark-52.8.0
+        app.kubeshark.com/app: hub
+        helm.sh/chart: kubeshark-52.12.0
         app.kubernetes.io/name: kubeshark
         app.kubernetes.io/instance: kubeshark
-        app.kubernetes.io/version: "52.8.0"
+        app.kubernetes.io/version: "52.12.0"
         app.kubernetes.io/managed-by: Helm
     spec:
       dnsPolicy: ClusterFirstWithHostNet
@@ -798,6 +810,16 @@ spec:
             - "8080"
             - -loglevel
             - 'warning'
+            - -capture-stop-after
+            - "5m"
+            - -snapshot-size-limit
+            - '20Gi'
+            - -dissector-image
+            - 'kubeshark/worker:master'
+            - -dissector-cpu
+            - '1'
+            - -dissector-memory
+            - '4Gi'
           env:
           - name: POD_NAME
             valueFrom:
@@ -812,10 +834,10 @@ spec:
           - name: SENTRY_ENVIRONMENT
             value: 'production'
           - name: KUBESHARK_CLOUD_API_URL
-            value: 'https://api.kubeshark.co'
+            value: 'https://api.kubeshark.com'
           - name: PROFILING_ENABLED
             value: 'false'
-          image: 'docker.io/kubeshark/hub:v52.8'
+          image: 'docker.io/kubeshark/hub:v52.12'
           imagePullPolicy: Always
           readinessProbe:
             periodSeconds: 5
@@ -848,6 +870,8 @@ spec:
           - name: saml-x509-volume
             mountPath: "/etc/saml/x509"
             readOnly: true
+          - name: snapshots-volume
+            mountPath: "/app/data/snapshots"
       affinity:
         nodeAffinity:
           requiredDuringSchedulingIgnoredDuringExecution:
@@ -871,17 +895,20 @@ spec:
               items:
               - key: AUTH_SAML_X509_KEY
                 path: kubeshark.key
+      - name: snapshots-volume
+        emptyDir:
+          sizeLimit: 20Gi
 ---
 # Source: kubeshark/templates/06-front-deployment.yaml
 apiVersion: apps/v1
 kind: Deployment
 metadata:
   labels:
-    app.kubeshark.co/app: front
-    helm.sh/chart: kubeshark-52.8.0
+    app.kubeshark.com/app: front
+    helm.sh/chart: kubeshark-52.12.0
     app.kubernetes.io/name: kubeshark
     app.kubernetes.io/instance: kubeshark
-    app.kubernetes.io/version: "52.8.0"
+    app.kubernetes.io/version: "52.12.0"
     app.kubernetes.io/managed-by: Helm
   name: kubeshark-front
   namespace: default
@@ -889,17 +916,17 @@ spec:
   replicas: 1  # Set the desired number of replicas
   selector:
     matchLabels:
-      app.kubeshark.co/app: front
+      app.kubeshark.com/app: front
       app.kubernetes.io/name: kubeshark
       app.kubernetes.io/instance: kubeshark
   template:
     metadata:
       labels:
-        app.kubeshark.co/app: front
-        helm.sh/chart: kubeshark-52.8.0
+        app.kubeshark.com/app: front
+        helm.sh/chart: kubeshark-52.12.0
         app.kubernetes.io/name: kubeshark
         app.kubernetes.io/instance: kubeshark
-        app.kubernetes.io/version: "52.8.0"
+        app.kubernetes.io/version: "52.12.0"
         app.kubernetes.io/managed-by: Helm
     spec:
       containers:
@@ -910,6 +937,8 @@ spec:
               value: 'default'
             - name: REACT_APP_COMPLETE_STREAMING_ENABLED
               value: 'true'
+            - name: REACT_APP_STREAMING_TYPE
+              value: 'connect-rpc'
             - name: REACT_APP_AUTH_SAML_IDP_METADATA_URL
               value: ' '
             - name: REACT_APP_TIMEZONE
@@ -924,23 +953,25 @@ spec:
               value: 'true'
             - name: REACT_APP_RECORDING_DISABLED
               value: 'false'
-            - name: REACT_APP_STOP_TRAFFIC_CAPTURING_DISABLED
-              value: 'false'
+            - name: REACT_APP_DISSECTION_CONTROL_ENABLED
+              value: 'true'
             - name: 'REACT_APP_CLOUD_LICENSE_ENABLED'
               value: 'true'
             - name: 'REACT_APP_AI_ASSISTANT_ENABLED'
               value: 'true'
             - name: REACT_APP_SUPPORT_CHAT_ENABLED
-              value: 'true'
+              value: 'false'
             - name: REACT_APP_BETA_ENABLED
               value: 'false'
             - name: REACT_APP_DISSECTORS_UPDATING_ENABLED
               value: 'true'
+            - name: REACT_APP_RAW_CAPTURE_ENABLED
+              value: 'true'
             - name: REACT_APP_SENTRY_ENABLED
               value: 'false'
             - name: REACT_APP_SENTRY_ENVIRONMENT
               value: 'production'
-          image: 'docker.io/kubeshark/front:v52.8'
+          image: 'docker.io/kubeshark/front:v52.12'
           imagePullPolicy: Always
           name: kubeshark-front
           livenessProbe:

manifests/tls/cluster-issuer.yaml

@@ -5,7 +5,7 @@ metadata:
 spec:
   acme:
     server: https://acme-v02.api.letsencrypt.org/directory
-    email: info@kubeshark.co
+    email: info@kubeshark.com
     privateKeySecretRef:
       name: letsencrypt-prod-key
     solvers:

mcp/README.md

@@ -0,0 +1,204 @@
+# Kubeshark MCP Server
+
+[Kubeshark](https://kubeshark.com) MCP (Model Context Protocol) server enables AI assistants like Claude Desktop, Cursor, and other MCP-compatible clients to query real-time Kubernetes network traffic.
+
+## Features
+
+- **L7 API Traffic Analysis**: Query HTTP, gRPC, Redis, Kafka, DNS transactions
+- **L4 Network Flows**: View TCP/UDP flows with traffic statistics
+- **Cluster Management**: Start/stop Kubeshark deployments (with safety controls)
+- **PCAP Snapshots**: Create and export network captures
+- **Built-in Prompts**: Pre-configured prompts for common analysis tasks
+
+## Installation
+
+### 1. Install Kubeshark CLI
+
+```bash
+# macOS
+brew install kubeshark
+
+# Linux
+sh <(curl -Ls https://kubeshark.com/install)
+
+# Windows (PowerShell)
+choco install kubeshark
+```
+
+Or download from [GitHub Releases](https://github.com/kubeshark/kubeshark/releases).
+
+### 2. Configure Claude Desktop
+
+Add to your Claude Desktop configuration:
+
+**macOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`
+**Windows**: `%APPDATA%\Claude\claude_desktop_config.json`
+
+#### URL Mode (Recommended for existing deployments)
+
+```json
+{
+  "mcpServers": {
+    "kubeshark": {
+      "command": "kubeshark",
+      "args": ["mcp", "--url", "https://kubeshark.example.com"]
+    }
+  }
+}
+```
+
+#### Proxy Mode (Requires kubectl access)
+
+```json
+{
+  "mcpServers": {
+    "kubeshark": {
+      "command": "kubeshark",
+      "args": ["mcp", "--kubeconfig", "/path/to/.kube/config"]
+    }
+  }
+}
+```
+or:
+
+```json
+{
+  "mcpServers": {
+    "kubeshark": {
+      "command": "kubeshark",
+      "args": ["mcp"]
+    }
+  }
+}
+```
+
+#### With Destructive Operations
+
+```json
+{
+  "mcpServers": {
+    "kubeshark": {
+      "command": "kubeshark",
+      "args": ["mcp", "--allow-destructive", "--kubeconfig", "/path/to/.kube/config"]
+    }
+  }
+}
+```
+
+### 3. Generate Configuration
+
+Use the CLI to generate configuration:
+
+```bash
+kubeshark mcp --mcp-config --url https://kubeshark.example.com
+```
+
+## Available Tools
+
+### Traffic Analysis (All Modes)
+
+| Tool | Description |
+|------|-------------|
+| `list_workloads` | List pods, services, namespaces with observed traffic |
+| `list_api_calls` | Query L7 API transactions with KFL filtering |
+| `get_api_call` | Get detailed info about a specific API call |
+| `get_api_stats` | Get aggregated API statistics |
+| `list_l4_flows` | List L4 (TCP/UDP) network flows |
+| `get_l4_flow_summary` | Get L4 connectivity summary |
+| `list_snapshots` | List all PCAP snapshots |
+| `create_snapshot` | Create a new PCAP snapshot |
+| `get_dissection_status` | Check L7 protocol parsing status |
+| `enable_dissection` | Enable L7 protocol dissection |
+| `disable_dissection` | Disable L7 protocol dissection |
+
+### Cluster Management (Proxy Mode Only)
+
+| Tool | Description | Requires |
+|------|-------------|----------|
+| `check_kubeshark_status` | Check if Kubeshark is running | - |
+| `start_kubeshark` | Deploy Kubeshark to cluster | `--allow-destructive` |
+| `stop_kubeshark` | Remove Kubeshark from cluster | `--allow-destructive` |
+
+## Available Prompts
+
+| Prompt | Description |
+|--------|-------------|
+| `analyze_traffic` | Analyze API traffic patterns and identify issues |
+| `find_errors` | Find and summarize API errors and failures |
+| `trace_request` | Trace a request path through microservices |
+| `show_topology` | Show service communication topology |
+| `latency_analysis` | Analyze latency patterns and identify slow endpoints |
+| `security_audit` | Audit traffic for security concerns |
+| `compare_traffic` | Compare traffic patterns between time periods |
+| `debug_connection` | Debug connectivity issues between services |
+
+## Example Conversations
+
+```
+User: Show me all HTTP 500 errors in the last hour
+
+Claude: I'll query the API traffic for 500 errors.
+[Calling list_api_calls with kfl="http and response.status == 500"]
+
+Found 12 HTTP 500 errors:
+1. POST /api/checkout -> payment-service (500)
+   Time: 10:23:45 | Latency: 2340ms
+...
+```
+
+```
+User: What services are communicating with the database?
+
+Claude: Let me check the L4 flows to the database.
+[Calling list_l4_flows with dst_filter="postgres"]
+
+Found 5 services connecting to postgres:5432:
+- orders-service: 456KB transferred
+- users-service: 123KB transferred
+...
+```
+
+## CLI Options
+
+| Option | Description |
+|--------|-------------|
+| `--url` | Direct URL to Kubeshark Hub |
+| `--kubeconfig` | Path to kubeconfig file |
+| `--allow-destructive` | Enable start/stop operations |
+| `--list-tools` | List available tools and exit |
+| `--mcp-config` | Print Claude Desktop config JSON |
+
+## KFL (Kubeshark Filter Language)
+
+Query traffic using KFL syntax:
+
+```
+# HTTP requests to a specific path
+http and request.path == "/api/users"
+
+# Errors only
+response.status >= 400
+
+# Specific source pod
+src.pod.name == "frontend-.*"
+
+# Multiple conditions
+http and src.namespace == "default" and response.status == 500
+```
+
+## MCP Registry
+
+Kubeshark is published to the [MCP Registry](https://registry.modelcontextprotocol.io/) automatically on each release.
+
+The `server.json` in this directory is a reference file. The actual registry metadata (version, SHA256 hashes) is auto-generated during the release workflow. See [`.github/workflows/release.yml`](../.github/workflows/release.yml) for details.
+
+## Links
+
+- [Documentation](https://docs.kubeshark.com/en/mcp)
+- [GitHub](https://github.com/kubeshark/kubeshark)
+- [Website](https://kubeshark.com)
+- [MCP Registry](https://registry.modelcontextprotocol.io/)
+
+## License
+
+Apache-2.0

mcp/server.json

@@ -0,0 +1,178 @@
+{
+  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
+  "name": "io.github.kubeshark/mcp",
+  "displayName": "Kubeshark",
+  "description": "Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.",
+  "icon": "https://raw.githubusercontent.com/kubeshark/assets/refs/heads/master/logo/ico/icon.ico",
+  "repository": {
+    "url": "https://github.com/kubeshark/kubeshark",
+    "source": "github"
+  },
+  "homepage": "https://kubeshark.com",
+  "license": "Apache-2.0",
+  "version": "AUTO_GENERATED_AT_RELEASE",
+  "authors": [
+    {
+      "name": "Kubeshark",
+      "url": "https://kubeshark.com"
+    }
+  ],
+  "categories": [
+    "kubernetes",
+    "networking",
+    "observability",
+    "debugging",
+    "security"
+  ],
+  "_note": "version and packages.fileSha256 are auto-generated at release time by .github/workflows/release.yml",
+  "tags": ["kubernetes", "network", "traffic", "api", "http", "grpc", "kafka", "redis", "dns", "pcap", "wireshark", "tcpdump", "observability", "debugging", "microservices"],
+  "packages": [
+    {
+      "registryType": "mcpb",
+      "identifier": "https://github.com/kubeshark/kubeshark/releases/download/vX.Y.Z/kubeshark-mcp_darwin_arm64.mcpb",
+      "fileSha256": "AUTO_GENERATED",
+      "transport": { "type": "stdio" }
+    },
+    {
+      "registryType": "mcpb",
+      "identifier": "https://github.com/kubeshark/kubeshark/releases/download/vX.Y.Z/kubeshark-mcp_darwin_amd64.mcpb",
+      "fileSha256": "AUTO_GENERATED",
+      "transport": { "type": "stdio" }
+    },
+    {
+      "registryType": "mcpb",
+      "identifier": "https://github.com/kubeshark/kubeshark/releases/download/vX.Y.Z/kubeshark-mcp_linux_arm64.mcpb",
+      "fileSha256": "AUTO_GENERATED",
+      "transport": { "type": "stdio" }
+    },
+    {
+      "registryType": "mcpb",
+      "identifier": "https://github.com/kubeshark/kubeshark/releases/download/vX.Y.Z/kubeshark-mcp_linux_amd64.mcpb",
+      "fileSha256": "AUTO_GENERATED",
+      "transport": { "type": "stdio" }
+    },
+    {
+      "registryType": "mcpb",
+      "identifier": "https://github.com/kubeshark/kubeshark/releases/download/vX.Y.Z/kubeshark-mcp_windows_amd64.mcpb",
+      "fileSha256": "AUTO_GENERATED",
+      "transport": { "type": "stdio" }
+    }
+  ],
+  "tools": [
+    {
+      "name": "check_kubeshark_status",
+      "description": "Check if Kubeshark is currently running in the cluster. Read-only operation.",
+      "mode": "proxy"
+    },
+    {
+      "name": "start_kubeshark",
+      "description": "Deploy Kubeshark to the Kubernetes cluster. Requires --allow-destructive flag.",
+      "mode": "proxy",
+      "destructive": true
+    },
+    {
+      "name": "stop_kubeshark",
+      "description": "Remove Kubeshark from the Kubernetes cluster. Requires --allow-destructive flag.",
+      "mode": "proxy",
+      "destructive": true
+    },
+    {
+      "name": "list_workloads",
+      "description": "List pods, services, namespaces, and nodes with observed L7 traffic.",
+      "mode": "all"
+    },
+    {
+      "name": "list_api_calls",
+      "description": "Query L7 API transactions (HTTP, gRPC, Redis, Kafka, DNS) with KFL filtering.",
+      "mode": "all"
+    },
+    {
+      "name": "get_api_call",
+      "description": "Get detailed information about a specific API call including headers and body.",
+      "mode": "all"
+    },
+    {
+      "name": "get_api_stats",
+      "description": "Get aggregated API statistics and metrics.",
+      "mode": "all"
+    },
+    {
+      "name": "list_l4_flows",
+      "description": "List L4 (TCP/UDP) network flows with traffic statistics.",
+      "mode": "all"
+    },
+    {
+      "name": "get_l4_flow_summary",
+      "description": "Get L4 connectivity summary including top talkers and cross-namespace traffic.",
+      "mode": "all"
+    },
+    {
+      "name": "list_snapshots",
+      "description": "List all PCAP snapshots.",
+      "mode": "all"
+    },
+    {
+      "name": "create_snapshot",
+      "description": "Create a new PCAP snapshot of captured traffic.",
+      "mode": "all"
+    },
+    {
+      "name": "get_dissection_status",
+      "description": "Check L7 protocol parsing status.",
+      "mode": "all"
+    },
+    {
+      "name": "enable_dissection",
+      "description": "Enable L7 protocol dissection.",
+      "mode": "all"
+    },
+    {
+      "name": "disable_dissection",
+      "description": "Disable L7 protocol dissection.",
+      "mode": "all"
+    }
+  ],
+  "prompts": [
+    { "name": "analyze_traffic", "description": "Analyze API traffic patterns and identify issues" },
+    { "name": "find_errors", "description": "Find and summarize API errors and failures" },
+    { "name": "trace_request", "description": "Trace a request path through microservices" },
+    { "name": "show_topology", "description": "Show service communication topology" },
+    { "name": "latency_analysis", "description": "Analyze latency patterns and identify slow endpoints" },
+    { "name": "security_audit", "description": "Audit traffic for security concerns" },
+    { "name": "compare_traffic", "description": "Compare traffic patterns between time periods" },
+    { "name": "debug_connection", "description": "Debug connectivity issues between services" }
+  ],
+  "configuration": {
+    "properties": {
+      "url": {
+        "type": "string",
+        "description": "Direct URL to Kubeshark Hub (e.g., https://kubeshark.example.com). When set, connects directly without kubectl/proxy.",
+        "examples": ["https://kubeshark.example.com", "http://localhost:8899"]
+      },
+      "kubeconfig": {
+        "type": "string",
+        "description": "Path to kubeconfig file for proxy mode.",
+        "examples": ["~/.kube/config", "/path/to/.kube/config"]
+      },
+      "allow-destructive": {
+        "type": "boolean",
+        "description": "Enable destructive operations (start_kubeshark, stop_kubeshark). Default: false for safety.",
+        "default": false
+      }
+    }
+  },
+  "modes": {
+    "url": {
+      "description": "Connect directly to an existing Kubeshark deployment via URL. Cluster management tools are disabled.",
+      "args": ["mcp", "--url", "${url}"]
+    },
+    "proxy": {
+      "description": "Connect via kubectl port-forward. Requires kubeconfig access to the cluster.",
+      "args": ["mcp", "--kubeconfig", "${kubeconfig}"]
+    },
+    "proxy-destructive": {
+      "description": "Proxy mode with destructive operations enabled.",
+      "args": ["mcp", "--kubeconfig", "${kubeconfig}", "--allow-destructive"]
+    }
+  }
+}

misc/consts.go

@@ -10,8 +10,8 @@ var (
 	Software       = "Kubeshark"
 	Program        = "kubeshark"
 	Description    = "The API Traffic Analyzer for Kubernetes"
-	Website        = "https://kubeshark.co"
-	Email          = "info@kubeshark.co"
+	Website        = "https://kubeshark.com"
+	Email          = "support@kubeshark.com"
 	Ver            = "0.0.0"
 	Branch         = "master"
 	GitCommitHash  = "" // this var is overridden using ldflags in makefile when building