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116,745 servers. Updated
20 Best Kubernetes MCP Servers: compared and ranked, November 2026Ranked from 454 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Enables ChatGPT web to read local files, search code, run shell commands, and drive a local Codex CLI via an official MCP connector, with human approval for risky commands and full audit logging.
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    A local MCP bridge that lets ChatGPT chat mode operate the user's own computer, running project, file, and shell tasks through a local executor and returning progress and results to the conversation. It also coordinates Codex sessions (persistent or one-off) and other agent CLIs as sub-agents.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation, and review, with support for session management, web search, and structured output.
    6
    1,408 npm
    648
    ISC
  • A
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    C
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    C
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    Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agent with session tracking and process management.
    7
    4
    MIT
  • A
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    quality
    D
    maintenance
    MCP server that exposes independent OpenCode AI coding agents to upstream agents with multi-workspace concurrent routing, enabling session management and message exchange across multiple repositories via stdio JSON-RPC.
    9 npm
    MIT
  • A
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    C
    maintenance
    Enables coding agents to control other application windows by providing primitives for clicking, typing, capturing screenshots, and window management. Supports macOS, Windows, and Linux.
    MIT
  • A
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    quality
    A
    maintenance
    Enables evidence-gated, multi-session AI coding runs with plan-build-ship state management, coordinating Claude Code and Codex native agents.
    20 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Multi-agent AI orchestrator that runs parallel coding agents in isolated sessions with self-improving intelligence, exposed via an MCP server for task execution and management.
    MIT
  • A
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    quality
    D
    maintenance
    Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on the host machine, with session management and filesystem access.
    4
    MIT
  • A
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    quality
    C
    maintenance
    A MCP server that enables Claude Code to delegate coding tasks to Codex via the MCP protocol, with task management, security checks, and result verification.
    60 npm
    MIT
  • A
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    quality
    D
    maintenance
    An MCP server that enables automation of FreeCAD model creation, macro execution, and view management through a server-client architecture, supporting integration with external AI tools like Claude and Cursor.
    101
    MIT
  • A
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    maintenance
    Enables autonomous software-engineering tasks in a repository by coordinating filesystem, GitHub, database, and CI/CD tools through MCP, with a deterministic safety boundary for permissions, validation, timeouts, duplicate protection, and test verification.
    MIT
  • A
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    quality
    C
    maintenance
    An MCP server that provides LLMs with direct access to Emacs via its server protocol, offering 22 tools for editing, search, buffer management, and a PR review agent.
    17 npm
    MIT
  • A
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    quality
    D
    maintenance
    Enables automated migration of Vue projects to React with intelligent analysis, task management, and learning from user modifications.
    14 npm
    6
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables a portable Windows coding agent to perform file editing, process management, package operations, testing, and Git workflows within configured project boundaries. Also provides managed background process sessions and Git linked worktree management.
    -
  • F
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    quality
    D
    maintenance
    Enables collaborative software development through a team of specialized AI agents (Architect, Developer, Reviewer, Tester) communicating via the Model Context Protocol, with tools for file management, task tracking, and code review.
    -
  • A
    license
    A
    quality
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    maintenance
    Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.
    1
    190,432 npm
    MIT
  • A
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    A
    quality
    C
    maintenance
    Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.
    5
    27 PyPI
    5
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provide a human vision statement. The AI autonomously researches, audits your codebase, generates specs and plans, implements, and validates — with bi-directional verification at every junction to ensure nothing is missed or invented.
    15
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables delegating coding tasks to isolated Claude Code subprocesses billed against a GLM Coding Plan, with tools to delegate, await, continue, list, cancel, and inspect runs.
    6
    1
    MIT