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"Information about RAG (Retrieval-Augmented Generation) or rag-related topics" matching MCP servers:

  • repo-rag

    amangit1314
    F
    license
    -
    quality
    C
    maintenance
    Enables conversational queries about a GitHub user's profile, using lazy indexing and tool calls to retrieve repository info and file contents, with cached results for efficiency.

  • github-rag-mcp

    Liplus-Project
    A
    license
    -
    quality
    A
    maintenance
    Enables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.
    777
    Apache 2.0

  • MCP Enhanced Data Retrieval

    kalpalathika
    F
    license
    -
    quality
    D
    maintenance
    Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.

  • Mock Interview RAG Server

    TheTangentLine
    F
    license
    -
    quality
    B
    maintenance
    A Dockerized MCP server that fetches your GitHub repositories, indexes them into a local vector database, and exposes semantic code search tools to LLM clients for tailored technical mock interviews grounded in your actual code.

  • github-twin

    ChristopherDavenport
    A
    license
    -
    quality
    A
    maintenance
    A personal RAG MCP server that indexes your GitHub commits and review comments, surfacing them as retrieval hits to help Claude Code write or review code in your style.
    MIT

  • opencode-mcp

    mvagnon
    A
    license
    A
    quality
    C
    maintenance
    Enables asking natural-language questions about any GitHub repository and receiving answers grounded in the actual code, with read-only enforcement and automatic repository fetching.
    1
    19
    MIT

  • glasz-mcp

    korgmp3
    F
    license
    A
    quality
    C
    maintenance
    Fetches glasz-style spec files (product.md, tech.md, test-plan.md, and INDEX.md) from GitHub repositories, enabling LLMs to answer questions about features, stories, and acceptance criteria without cloning or pasting files.
    2

  • MCP-Hound

    jmagly
    A
    license
    A
    quality
    D
    maintenance
    Enables code search across indexed repositories using regex patterns, with pagination, repository listing, and file context retrieval via Hound integration.
    3
    3
    MIT

  • golden-dataset-mcp

    nipunkhanderia
    A
    license
    A
    quality
    B
    maintenance
    Enables version-controlled golden dataset management and semantic evaluation for RAG/LLM pipelines using TF-IDF cosine similarity, without requiring an LLM API key.
    9
    MIT

  • commit-to-pr-mcp

    vltansky
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.
    1
    9
    ISC