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"A tool for reading, understanding, and summarizing code in GitHub repositories" matching MCP servers:

  • Document Reading and Converter

    mffrydman
    F
    license
    -
    quality
    C
    maintenance
    Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.
    Last updated
    1

  • All-in-MCP

    isomoes
    A
    license
    C
    quality
    B
    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    Last updated
    7
    2
    MIT

  • Scan-Code-Tool

    xiaobenyang-com
    A
    license
    -
    quality
    C
    maintenance
    CodeGuard MCP is a real-time AI code security scanning tool used to detect vulnerabilities, keys, and compliance issues in AI-generated code, and is suitable for code security reviews in development environments
    Last updated
    2
    Apache 2.0

  • GitHub MCP Server

    akarnik23
    F
    license
    -
    quality
    C
    maintenance
    Enables access to GitHub repositories and data through the GitHub API. Supports retrieving repositories, issues, pull requests, and searching code across GitHub with authentication via personal access tokens.
    Last updated

  • graph-tool-call

    SonAIengine
    A
    license
    A
    quality
    B
    maintenance
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    6
    MIT

  • GitHub URL MCP Server

    kongyo2
    A
    license
    A
    quality
    C
    maintenance
    An MCP (Model Context Protocol) server for handling GitHub URLs with validation and parsing capabilities. This server provides tools to convert between GitHub repository information and URLs, with intelligent validation to distinguish between public repositories, private repositories, and non-exist
    Last updated
    2
    1
    MIT

  • MCP Think Tool

    piotrpalek
    F
    license
    A
    quality
    C
    maintenance
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated
    1
    1

  • agent-tool

    knewstimek
    A
    license
    A
    quality
    C
    maintenance
    Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.
    Last updated
    2
    53
    17
    MIT

  • GitHub MCP Server

    pipseedai
    A
    license
    A
    quality
    -
    maintenance
    Enables AI agents to interact with GitHub repositories through the GitHub REST API for managing files, issues, and repository metadata. It supports both read operations like searching code and write operations such as creating repositories and updating issue comments.
    Last updated
    9