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"Indexing a codebase for accessible contextual queries" matching MCP servers:

  • GitHub MCP Server

    crypto-ninja
    A
    license
    -
    quality
    B
    maintenance
    Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.
    4
    AGPL 3.0

  • Rootly MCP Server for

    Rootly-AI-Labs
    F
    license
    -
    quality
    -
    maintenance
    A remote MCP server that provides AI agents access to the Rootly API for incident management, allowing users to query and manage incidents, alerts, teams, services, and other incident management resources through natural language.

  • reelier

    seldonframe
    A
    license
    A
    quality
    A
    maintenance
    Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.
    5
    1,216
    1
    MIT

  • Yellhorn MCP

    msnidal
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    5
    14

  • Example MCP Server

    nykznykz
    F
    license
    A
    quality
    D
    maintenance
    A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.
    2

  • citio

    lawrencehui
    A
    license
    B
    quality
    A
    maintenance
    Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits, branch and PR creation, allowlisted command execution, CI status and an audit log as MCP tools, keeping every credential behind the tool layer instead of handing it to the model.
    12
    70
    2
    MIT

  • mcp-jenkins

    lanbaoshen
    A
    license
    B
    quality
    A
    maintenance
    The Model Context Protocol (MCP) Jenkins integration is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.
    33
    138
    MIT

  • Atlassian Bamboo MCP Server

    norus
    A
    license
    B
    quality
    C
    maintenance
    Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural language queries to check build status, fetch logs, trigger builds, and manage deployments.
    27
    144
    4
    MIT

  • my-mcp-server

    matracey
    A
    license
    B
    quality
    D
    maintenance
    A TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.
    1
    114
    MIT