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"Understanding and Working with a Huge Codebase" matching MCP servers:

  • CodeBase Optimizer

    liadgez
    A
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    quality
    C
    maintenance
    Provides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.
    Last updated
    MIT

  • Headless Codebase Indexer

    y1hanh
    F
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    quality
    C
    maintenance
    A minimalist indexing tool that provides AI agents with semantic search and structural AST parsing for deep codebase understanding. It enables autonomous agents to navigate large codebases predictably using vector embeddings and native language server capabilities like definition and reference tracking.
    Last updated

  • Codebase MCP

    danyQe
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    quality
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    maintenance
    An open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.
    Last updated
    44

  • MCP Server with Authentication

    ahmad-act
    A
    license
    C
    quality
    C
    maintenance
    Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.
    Last updated
    1
    3
    MIT

  • MCP Codebase Index

    NgoTaiCo
    A
    license
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    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.
    Last updated
    16
    19
    MIT

  • Codebase MCP Server

    cmaujean
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    quality
    C
    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.
    Last updated
    MIT

  • Codebase MCP Server

    MyunghoBae
    A
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    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.
    Last updated
    9
    3
    MIT

  • With-MCP

    janwilmake
    A
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    quality
    C
    maintenance
    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated
    5
    34
    MIT

  • mcp-codebase-index

    MikeRecognex
    A
    license
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    quality
    C
    maintenance
    A structural codebase indexer that exposes 18 tools via the Model Context Protocol for AI-assisted code navigation, enabling efficient querying of functions, classes, dependencies, and call chains without reading entire files.
    Last updated
    53
    AGPL 3.0

  • Codebase MCP Server

    Ravenight13
    F
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    quality
    C
    maintenance
    Enables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.
    Last updated

  • Codebase RAG MCP Server

    allentcm
    F
    license
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    quality
    C
    maintenance
    Enables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.
    Last updated
    15

  • MCP Remote with Adobe and Okta

    adobe-rnd
    A
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    quality
    C
    maintenance
    A wrapper for mcp-remote that provides secure authentication for protected MCP servers using Adobe IMS or Okta OAuth flows. It features automated token management, validation, and background refreshing for seamless access to remote resources.
    Last updated
    54
    2
    MIT