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A tool or assistant to explore and debug my codebase

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  • Why this server?

    Specialized for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations. It helps explore the codebase and understand its evolution.

    Git Forensics MCP

    davidorex
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    security
    A
    license
    -
    quality
    A specialized MCP server for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations.
    Last updated -
    4
    1
    JavaScript
    Apache 2.0

  • Why this server?

    A code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.

    MCP Code Analyzer

    emiryasar
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    security
    A
    license
    -
    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    Last updated -
    29
    Python
    MIT License

  • Why this server?

    Runs a language server and provides tools for communicating with it, which excels at tasks such as precisely understanding types and providing accurate symbol references.

    MCP Language Server

    isaacphi
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    security
    A
    license
    -
    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated -
    250
    Go
    BSD 3-Clause
    • Apple
    • Linux

  • Why this server?

    Extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files, aiding in codebase understanding.

    mcp-data-extractor

    sammcj
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.
    Last updated -
    2
    14
    2
    JavaScript
    MIT License

  • Why this server?

    Provides secure, read-only access to directory files, supporting file searching and .gitignore compliance, useful for exploring codebases.

    MCP Filesystem Python

    punkpeye
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    security
    A
    license
    -
    quality
    This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.
    Last updated -
    6
    MIT License
    • Apple
    • Linux

  • Why this server?

    Provides tools for making precise line-based edits to text files within allowed directories, enabling code modification.

    Edit File Lines MCP Server

    oakenai
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    security
    A
    license
    -
    quality
    A TypeScript-based MCP server that provides tools for making precise line-based edits to text files within allowed directories.
    Last updated -
    18
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Enables access to GitHub for managing issues, repositories, and pull requests, useful for code management workflows.

    PyGithub MCP Server

    AstroMined
    A
    security
    A
    license
    A
    quality
    Enables AI assistants to interact with GitHub through the PyGithub library, providing tools for managing issues, repositories, pull requests, and other GitHub operations with intelligent parameter handling and error management.
    Last updated -
    19
    Python
    MIT License

  • Why this server?

    Go server implementing Model Context Protocol (MCP) for filesystem operations.

    Filesystem MCP Server

    mark3labs
    -
    security
    A
    license
    -
    quality
    Go server implementing Model Context Protocol (MCP) for filesystem operations.
    Last updated -
    228
    Go
    MIT License

  • Why this server?

    Integrates qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, offering comprehensive development assistance.

    All-in-One Dev

    nguyenvanduocit
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    security
    F
    license
    -
    quality
    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    Last updated -
    43

  • Why this server?

    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.

    Python MCP Server

    hesiod-au
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    security
    A
    license
    -
    quality
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    4
    Python
    MIT License