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"The official Python standard library documentation" matching MCP servers:

  • mcp-blast-radius

    aos-standard
    A
    license
    B
    quality
    B
    maintenance
    MCP Blast-Radius Auditor — statically extract what an MCP server can touch and detect declaration divergences against manifest.json. Stdio MCP (mcp-blast-radius) plus CI gate (mcp-blast-radius-gate). pip install mcp-blast-radius==0.2.0
    2
    MIT

  • ci-watch-mcp

    Faneraiy14
    A
    license
    A
    quality
    C
    maintenance
    MCP server with the watch_ci tool that polls GitHub Actions until a commit's CI run finishes, then returns the outcome and failed log tail in one call.
    1
    MIT

  • nox-mcp

    rvforest
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI assistants to discover and execute Nox sessions for project automation tasks like testing, linting, and building. It provides tools to list available sessions and run them using specific Python versions, tags, or keyword expressions.
    2
    MIT

  • GitHub MCP Server

    rriesco
    A
    license
    A
    quality
    C
    maintenance
    Python MCP server for GitHub operations, providing native tool integration with Claude Code and other MCP clients. It enables managing issues, pull requests, CI status, milestones, and batch operations via natural language.
    15
    MIT

  • gh_mcp

    fvanevski
    A
    license
    A
    quality
    A
    maintenance
    A Python MCP server that wraps the GitHub CLI (gh) to provide structured tools for searching, reading, and managing GitHub resources like repos, issues, PRs, releases, and workflows, with write commands disabled by default.
    61
    MIT

  • Codemagic

    AgiMaulana
    A
    license
    A
    quality
    B
    maintenance
    A local Python MCP server that exposes the Codemagic CI/CD REST API as Claude-callable tools. Trigger builds, manage apps, download artifacts, and clear caches — all from Claude Code or Claude Desktop without leaving the chat.
    25
    1
    MIT

  • Lakeflow MCP Server

    arahimi-hims
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to manage Databricks Lakeflow jobs by building and uploading Python wheels and triggering runs with specific arguments. It provides a structured way to orchestrate complex data experiments and monitor execution directly on Databricks clusters.
    5
    1

  • GitLab MCP Code Review

    ffpy
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.
    12
    4
    MIT

  • Coolify MCP Server

    GoCoder7
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administration, and built-in documentation.
    4
    114
    1
    MIT

  • Sensei MCP

    amarodeabreu
    A
    license
    A
    quality
    C
    maintenance
    Multi-persona engineering mentor with 64 specialized AI personas that injects engineering standards before Claude reasons, transforming passive documentation into active collaborative guidance.
    25
    1
    Apache 2.0