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"A tool or assistant to explore and debug my codebase" matching MCP servers:

  • Debug MCP

    ahao0150
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    license
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    quality
    D
    maintenance
    An intelligent debugging assistant that automates the debugging process by analyzing bugs, injecting HTTP-based debug logs into code across multiple environments (browser, Node.js, mobile, etc.), and iteratively fixing issues based on real-time feedback.
    8
    MIT

  • Codebase MCP

    danyQe
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    license
    -
    quality
    F
    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.
    48
    Apache 2.0

  • 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

  • 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
    A
    license
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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.
    22
    3
    MIT

  • CodeBase Optimizer

    liadgez
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    license
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    quality
    D
    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.
    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-rag

    Ar-maan05
    A
    license
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    quality
    B
    maintenance
    Enables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.
    1
    MIT

  • codebase-synapse

    iwiels
    F
    license
    -
    quality
    A
    maintenance
    An MCP server that indexes codebases into a local knowledge graph, providing 52 AI tools for semantic search, call-graph traversal, git archaeology, and impact analysis to give AI agents deep understanding of code.
    2

  • codebase-mcp

    theunreal
    F
    license
    -
    quality
    D
    maintenance
    Enables AI agents to semantically search and navigate code repositories using natural language, with support for multiple repos, incremental indexing, and no local install needed.

  • Headless Codebase Indexer

    y1hanh
    F
    license
    -
    quality
    D
    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.

  • codebase-bridge-mcp

    EDMMY
    A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that lets a Claude chat explore your local repository and answer questions about it, returning synthesized answers with file:line references.
    3
    1
    MIT

  • 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