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  • Code Search MCP

    YamadaYoukai
    F
    license
    A
    quality
    B
    maintenance
    Provides a code search service via MCP, allowing AI clients to perform fast, indexed searches across large codebases using Zoekt, with support for filters like repository, language, and path.
    2

  • semantic-code-mcp

    vrppaul
    F
    license
    A
    quality
    C
    maintenance
    A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.
    3
    3

  • rules-as-code-mcp

    adamselzer
    F
    license
    A
    quality
    B
    maintenance
    Deterministic SNAP eligibility logic, exposed as auditable Model Context Protocol tools. An AI agent can read, reason, and orchestrate, but the eligibility determination itself is made by versioned, tested, cited code that a caseworker, an auditor, or a court can inspect.
    5

  • Paper Download MCP Server

    Oxidane-bot
    A
    license
    A
    quality
    B
    maintenance
    An MCP server for downloading academic papers from multiple sources using intelligent routing and year-aware priority selection. It enables users to retrieve metadata and download single or batch PDFs by DOI or URL.
    3
    2
    MIT

  • ai-papers-mcp

    elpaca
    F
    license
    A
    quality
    B
    maintenance
    Enables searching and reading of AI/ML papers from conference proceedings and arxiv, with tools for full-text search, table of contents, and content grep.
    4

  • MCP Code Mode

    anaseqal
    A
    license
    A
    quality
    D
    maintenance
    Universal Python code execution MCP server that lets LLMs write and run Python for any task, with auto-install packages, streaming output, and automatic file display.
    9
    1
    MIT

  • code-review-mcp

    AlanNiew
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides local code quality analysis for AI coding assistants, supporting file analysis, git diff review, and full project scanning with quality scoring.
    4
    2
    MIT

  • Senior Code MCP

    Tamaz-sujashvili
    F
    license
    A
    quality
    B
    maintenance
    Gives coding agents a memory of codebases by searching repositories using semantic similarity and structural call/import graphs, enabling reuse of proven patterns and reducing token usage.
    6

  • Scholar MCP Server

    45645678a
    A
    license
    A
    quality
    C
    maintenance
    A local academic tool that enables searching across nine academic sources, downloading PDFs, and performing AI-powered analysis of research papers. It also supports generating citation networks and recommending papers based on local workspace code.
    7
    95
    MIT

  • claude-code-mcp

    xihuai18
    A
    license
    A
    quality
    D
    maintenance
    Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks via a 4-tool lifecycle with session management, async polling, and permission controls.
    4
    118
    18
    MIT

  • Polymath MCP

    Moreti2002
    A
    license
    A
    quality
    B
    maintenance
    Aggregates 17 free, keyless research sources into a single MCP server, enabling unified search for papers, code, models, trends, standards, and electronic components with deduplicated results.
    8
    MIT