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  • Angular Toolkit MCP

    push-based
    A
    license
    -
    quality
    B
    maintenance
    A Model Context Protocol server that provides Angular project analysis and refactoring capabilities, enabling LLMs to analyze component usage patterns, dependency structures, and perform safe refactoring with breaking change detection.
    4
    MIT

  • ai-review

    mdanouf44-cyber
    A
    license
    -
    quality
    C
    maintenance
    Enables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.
    1
    MIT

  • Debug MCP

    ahao0150
    A
    license
    A
    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

  • Acemcp

    qy527145
    A
    license
    A
    quality
    C
    maintenance
    Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.
    1
    809
    Apache 2.0

  • Marrow

    desikai-lab
    A
    license
    A
    quality
    A
    maintenance
    Marrow is a persistent multi-project memory backend that provides AI agents with MCP tools for semantic code navigation, task backlog management, and versioned artifact storage. It enables seamless, token-optimized context sharing and asynchronous handoffs between different AI models working on the same codebase.
    24
    5
    MIT

  • Yellhorn MCP

    msnidal
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    5
    14

  • Marble MCP Server

    withmarbleai
    A
    license
    A
    quality
    C
    maintenance
    Analyzes codebases to suggest relevant learning projects and generate interactive slides with direct links to the Marble platform. It enables developers to create tailored learning experiences based on their specific technologies, patterns, and code context.
    3
    21
    1
    MIT

  • Local DeepWiki MCP Server

    UrbanDiver
    A
    license
    A
    quality
    D
    maintenance
    Generates DeepWiki-style documentation for private code repositories with RAG-based Q\&A capabilities, semantic code search, and multi-language AST parsing. Supports local LLMs (Ollama) or cloud providers for privacy-focused codebase analysis.
    65
    4
    MIT

  • RepoMap

    pdavis68
    A
    license
    A
    quality
    D
    maintenance
    A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating
    2
    195
    MIT

  • my-design MCP Server

    Davont
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI to interact with the private 'my-design' React component library and design tokens for UI generation and technical support. It provides tools for component searching, API documentation retrieval, and migration guidance based on specific internal design specifications.
    6