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"MCP server for contextual codebase analysis and task-focused code understanding" matching MCP servers:

  • Code Analysis MCP Server

    saiprashanths
    F
    license
    A
    quality
    D
    maintenance
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated
    4
    27

  • ctroy-code-analysis

    chelseatroy
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that provides six code review tools for use with Claude Code or any MCP client. Each tool reads a file from disk, pairs its contents with a structured review prompt, and returns the bundle for the LLM to evaluate.
    Last updated
    MIT

  • Codebase MCP

    danyQe
    A
    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.
    Last updated
    47
    Apache 2.0

  • 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.
    Last updated
    MIT

  • MCP for Stock Market Analysis

    nbx0021
    F
    license
    -
    quality
    C
    maintenance
    A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.
    Last updated

  • Code Analysis MCP Server

    zeocax
    F
    license
    -
    quality
    D
    maintenance
    A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.
    Last updated

  • CodeBase Optimizer

    liadgez
    A
    license
    -
    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.
    Last updated
    MIT

  • Codebase MCP Server

    cmaujean
    A
    license
    -
    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.
    Last updated
    MIT

  • local-artifacts-for-claude

    xiagaohui
    A
    license
    -
    quality
    B
    maintenance
    A local, open-source look‑alike of Claude Code's Artifacts feature, enabling personal accounts to publish and update interactive web pages from Claude Code sessions.
    Last updated
    MIT

  • MCP Codebase Index

    NgoTaiCo
    A
    license
    -
    quality
    F
    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
    15
    19
    MIT