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"MCP server for codebase discovery and structure generation" matching MCP servers:

  • codebase-mcp

    Misa714
    A
    license
    A
    quality
    C
    maintenance
    Zero-config MCP server that connects local codebases to AI assistants, providing secure project tree, regex search, file reading, and tech stack tools locally.
    4
    33
    MIT

  • Codebase MCP Server

    MyunghoBae
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    license
    -
    quality
    C
    maintenance
    Provides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.
    22
    3
    MIT

  • Codebase MCP Server

    cmaujean
    A
    license
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    quality
    D
    maintenance
    A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.
    MIT

  • codebase-index

    LevelPanic
    A
    license
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    quality
    D
    maintenance
    AST-aware codebase indexing with semantic search, exposed as an MCP server. Enables semantic search and file context retrieval across your codebase using natural language queries.
    4
    1
    MIT

  • MCP Codebase Server

    DmitriyOT
    A
    license
    -
    quality
    C
    maintenance
    MCP server for semantic codebase navigation that builds an AST index of symbols, imports, and exports, providing AI agents with tools to search, explore, and understand code.
    MIT

  • codebase-indexer

    ygtdgn
    F
    license
    -
    quality
    D
    maintenance
    A semantic codebase indexer MCP server that chunks source code, generates embeddings via Ollama, and stores them in Qdrant for natural-language code search.
    10

  • Jira Product Discovery MCP

    aavaz-ai
    A
    license
    A
    quality
    B
    maintenance
    Exposes generic Jira REST tools and native Jira Product Discovery operations for Jira Cloud, including insights and attachments.
    8
    640
    ISC

  • codebase-rag-mcp

    sudoriaa
    A
    license
    A
    quality
    C
    maintenance
    A local-first MCP server that indexes code repositories and enables AI assistants to search, fetch, and navigate code using BM25 hybrid retrieval, supporting common languages and tools like Codex and ChatGPT.
    8
    MIT

  • agent-discovery-mcp

    ClayYTsai
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that lets your AI coding agent (Claude Code, OpenClaw, Codex, Cursor, etc.) discover and pay on-chain agents registered on ERC-8004, using Coinbase's official x402 protocol. No smart account. No bundler. No relay. Just your EOA, an HTTPS request, and an automatic 402 → sign → retry flow.
    3
    5
    MIT

  • Codebase Context

    PatrickSys
    A
    license
    A
    quality
    A
    maintenance
    Provides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.
    11
    433
    58
    Elastic 2.0

  • MCP OpenAPI Discovery

    Rekl0w
    A
    license
    A
    quality
    B
    maintenance
    Discovers, inspects, and executes requests against OpenAPI or Swagger APIs directly from documentation URLs or specification files. It enables users to trace parameter usage across an API and perform authenticated HTTP requests through a structured toolset.
    8
    18
    5
    MIT

  • MCP Codebase Index

    NgoTaiCo
    A
    license
    -
    quality
    D
    maintenance
    Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.
    125
    19
    MIT