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  • VSC as MCP

    CodingWithCalvin
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to leverage VS Code's language intelligence for code navigation, refactoring, and analysis via the MCP protocol.
    MIT

  • cpp-debug-mcp

    William-An
    A
    license
    A
    quality
    C
    maintenance
    Provides GDB and clangd-based tools for debugging C++ programs, enabling step execution, variable inspection, diagnostics, and combined runtime-static analysis.
    27
    1
    MIT

  • fastcontext_explore

    LIVELUCKY
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that wraps Microsoft's FastContext as a read-only repository exploration subagent, enabling coding agents to delegate broad code searches and receive compact file:line citations.
    1
    1
    MIT

  • @penqwin/mcp

    Penqwin
    A
    license
    A
    quality
    B
    maintenance
    An AST-based MCP server that provides token-efficient codebase skeletons to LLM agents, reducing context token usage by 80-95% by exposing structural information instead of full source files.
    5
    12
    2
    MIT

  • Vectr

    swapnanil
    A
    license
    A
    quality
    A
    maintenance
    Semantic codebase search + persistent working memory for AI code editors. Local, zero-config, MCP. No API key.
    19
    2
    MIT

  • Marrow

    desikai-lab
    A
    license
    A
    quality
    A
    maintenance
    Marrow is a persistent multi-project memory backend that provides AI agents with MCP tools for semantic code navigation, task backlog management, and versioned artifact storage. It enables seamless, token-optimized context sharing and asynchronous handoffs between different AI models working on the same codebase.
    24
    5
    MIT

  • Code Scanner Server

    Ixe1
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
    1
    2
    GPL 3.0

  • Serena

    chrisgreenx-ctrl
    A
    license
    A
    quality
    D
    maintenance
    A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases at the symbol level rather than working with entire files.
    29
    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

  • RepoMap

    pdavis68
    A
    license
    A
    quality
    D
    maintenance
    A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating
    2
    195
    MIT

  • Gitingest-MCP

    puravparab
    A
    license
    B
    quality
    C
    maintenance
    An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc
    3
    136
    MIT