feat(docs): update ai, security and mcp resources for may 2026

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Nubenetes Bot
2026-05-08 19:29:57 +02:00
parent 1ef7ddc3be
commit 7db423b15d
3 changed files with 20 additions and 4 deletions

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@@ -13,7 +13,22 @@ Resources, tools, and projects related to autonomous AI agents, Model Context Pr
- [modelcontextprotocol.io: MCP Official Documentation](https://modelcontextprotocol.io/introduction)
## AI Agents
- [HolmesGPT (Robusta)](https://github.com/robusta-dev/holmesgpt) - An open-source AI agent for investigating Prometheus alerts and Kubernetes incidents. It uses LLMs to triage issues and provide recommended fixes.
- [Agentic Alert Investigation with HolmesGPT and Robusta](https://robusta.dev/blog/holmesgpt-agentic-alert-investigation)
- [Skyvern](https://github.com/Skyvern-ai/Skyvern) - Automate browser-based workflows using LLMs and Computer Vision.
## Model Context Protocol (MCP)
- [PulseMCP](https://pulsemcp.com/) - A hosted hub for discovering and using MCP servers.
- [MCPBundles](https://mcpbundles.com/) - Curated bundles of MCP servers for various use cases (DevOps, Data, Productivity).
- [GitHub MCP Server](https://github.com/modelcontextprotocol/servers/tree/main/src/github) - Interact with GitHub repositories, issues, and PRs via AI agents.
- [Vercel MCP Server](https://github.com/modelcontextprotocol/servers/tree/main/src/vercel) - Manage Vercel deployments and view logs directly from AI agents.
- [Chroma MCP Server](https://github.com/modelcontextprotocol/servers/tree/main/src/chroma) - Vector database integration for agentic RAG.
- [Brave Search MCP](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) - Grounded web search for AI agents.
- [PostgreSQL MCP Server](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) - Secure SQL execution and schema inspection for agents.
- [Google Cloud Managed MCP](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini) - Production-grade MCP service for accessing GCP resources from Gemini.
## LLM Operators and Infrastructure
- [Kube-Ray](https://github.com/ray-project/kuberay) - A toolkit to run Ray applications on Kubernetes.
- [vLLM on Kubernetes](https://github.com/vllm-project/vllm) - High-throughput LLM serving with PagedAttention.
- [NVIDIA GPU Operator](https://github.com/NVIDIA/gpu-operator) - Automates the management of all NVIDIA software components needed to provision GPU.
- [LocalAI](https://github.com/go-skynet/LocalAI) - Self-hosted, community-driven, local OpenAI-compatible API.

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## Kubernetes and AI
- [==k8sgpt.ai==](https://k8sgpt.ai/) K8sGPT is a tool for scanning your kubernetes clusters, diagnosing and triaging issues in simple english. It has SRE experience codified into its analyzers and helps to pull out the most relevant information to enrich it with AI.
- [collabnix.com: The Rise of Kubernetes and AI Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin/)
## IaC Terraform and AI
@@ -89,8 +90,8 @@
- [github.com/SkalskiP/top-cvpr-2023-papers](https://github.com/SkalskiP/top-cvpr-2023-papers) This repository is a curated collection of the most exciting and influential CVPR 2023 papers.
## AIOps
- [kubernetes](https://github.com/kubernetes/kubernetes) - Production-Grade Container Scheduling and Management
- [HolmesGPT (Robusta)](https://github.com/robusta-dev/holmesgpt) - Agentic alert investigation for Kubernetes.
- [CAST AI](https://cast.ai/) - AI-driven Kubernetes cost optimization and autonomous rightsizing.
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 1](https://www.apmdigest.com/aiops-itops-1)
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 2](https://www.apmdigest.com/aiops-itops-2)
- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 3](https://www.apmdigest.com/aiops-itops-3)
@@ -109,7 +110,6 @@ security from the beginning with continuous testing, automation, zero trust, and
## Other Tools
- [github.com/jupyterlab/jupyter-ai](https://github.com/jupyterlab/jupyter-ai) A generative AI extension for JupyterLab
- [==k8sgpt.ai==](https://k8sgpt.ai/) K8sGPT is a tool for scanning your kubernetes clusters, diagnosing and triaging issues in simple english. It has SRE experience codified into its analyzers and helps to pull out the most relevant information to enrich it with AI.
- [github.com/XingangPan/DragGAN](https://github.com/XingangPan/DragGAN) Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
## Videos

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@@ -64,7 +64,8 @@
- [youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by Magno Logan](https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage)
- [cncf.io: Kubernetes Security 🌟](https://www.cncf.io/blog/2021/03/22/kubernetes-security/)
- [microsoft.com: Secure containerized environments with updated threat matrix for Kubernetes](https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes/)
- [kyverno.io 🌟](https://kyverno.io/) Kubernetes Native Policy Management. Open Policy Agent? Thats old school. Securely manage workloads on your kubernetesio clusters with this handy new tool, Kyverno.Kyverno is a policy engine designed for Kubernetes. With Kyverno, policies are managed as Kubernetes resources and no new language is required to write policies. This allows using familiar tools such as kubectl, git, and kustomize to manage policies. Kyverno policies can validate, mutate, and generate Kubernetes resources. The Kyverno CLI can be used to test policies and validate resources as part of a CI/CD pipeline. [youtube: The Way of the Future | Kubernetes Policy Management with Kyverno](https://www.youtube.com/watch?v=8fgrjBnxqi0&t=270s&ab_channel=AppSecEngineer) - [youtube: Securing and Automating Kubernetes with Kyverno](https://www.youtube.com/watch?v=0cJAfmQ7Emg&ab_channel=CloudNativeIslamabad)
- [kyverno.io 🌟](https://kyverno.io/) Kubernetes Native Policy Management. Kyverno 1.18 (released May 2026) introduced advanced supply chain security, simplified YAML-based policy management, and enhanced support for Gateway API.
- [Tetragon (Cilium)](https://github.com/cilium/tetragon) - eBPF-based Security Observability and Runtime Enforcement. Tetragon provides deep visibility into process execution, network activity, and file access, with the ability to enforce policies at the kernel level.
- [==kyverno.io/policies== 🌟](https://kyverno.io/policies/) K8s policies available in the community repository
- [cyberark.com: Attacking Kubernetes Clusters Through Your Network Plumbing: Part 1](https://www.cyberark.com/resources/threat-research-blog/attacking-kubernetes-clusters-through-your-network-plumbing-part-1?utm_sq=goa40uvlx1)
- [redkubes.com: 10 Kubernetes Security Risks & Best Practices](https://redkubes.com/10-kubernetes-security-risks-best-practices/)