containers

    containers/kubernetes-mcp-server

    Model Context Protocol (MCP) server for Kubernetes and OpenShift

    kubernetes
    containers
    context
    kubernetes-mcp
    mcp
    model
    Go
    Apache-2.0
    2.2K stars
    473 forks
    2.2K GitHub watchers
    Updated Oct 31, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 1 day ago, with 91 contributors on GitHub.

    Peaked at #32 in the weekly ranking the week of Jan 4, its best in the past year.

    Use Cases & Benefits

    • Implements a native Model Context Protocol (MCP) server for Kubernetes and OpenShift to manage cluster resources programmatically.
    • Offers a lightweight, high-performance Go-based server that interacts directly with the Kubernetes API without external dependencies or command-line wrappers.
    • Use for automating Kubernetes resource management including CRUD operations on pods, namespaces, and custom resources in multi-cloud environments.
    • Use for integrating Kubernetes cluster operations into developer tools like VS Code, Claude Desktop, or AI agents for enhanced productivity and automation.
    • Use for deploying and managing Helm charts programmatically across namespaces without requiring Helm CLI installation on the host system.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    A powerful and flexible Kubernetes Model Context Protocol (MCP) server implementation with support for Kubernetes and OpenShift.

    Unlike other Kubernetes MCP server implementations, this IS NOT just a wrapper around kubectl or helm command-line tools. It is a Go-based native implementation that interacts directly with the Kubernetes API server.

    There is NO NEED for external dependencies or tools to be installed on the system. If you're using the native binaries you don't need to have Node or Python installed on your system.

    Excerpt from the containers/kubernetes-mcp-server README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 8: +10Aug 9: +7Aug 14: +7Aug 15: +5

    +336 stars over 90 days across 12 snapshot days; best day +10 on Aug 8.

    Forks

    473+69

    Open issues

    121+34

    Compared with peers in Kubernetes

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

    containers/kubernetes-mcp-server compared with Kubernetes repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    superplanehq/superplane8.8K+435607 days ago
    aquasecurity/trivy39.0K+20445today
    agentgateway/agentgateway6.0K+183609 days ago
    argoproj/argo-cd24.6K+58601 day ago
    cilium/cilium25.8K+52653 days ago
    containers/kubernetes-mcp-server2.2K—601 day ago
    Category median24.6K+18360—

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