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  • DependencyMCP Server

    mkearl
    A
    license
    A
    quality
    D
    maintenance
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    6
    61
    19
    MIT

  • 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.
    4
    27

  • Smart Context MCP Server

    crisnc100
    A
    license
    Not graded
    quality
    D
    maintenance
    An AI Context Engineer that transforms vague queries into structured context packages for LLMs by extracting code, mapping relationships, and providing insights.
    9
    2
    MIT

  • Frontend Code Analysis MCP

    cmc12138
    A
    license
    Not graded
    quality
    D
    maintenance
    Analyzes frontend project code (React, Vue, Angular) and converts it into AI-understandable flow diagrams and object structures. Provides tools for code analysis, variable/function/component inspection, and project structure insights.
    10
    MIT

  • MCP Codebase Insight

    tosin2013
    A
    license
    Not graded
    quality
    D
    maintenance
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    12
    MIT

  • code-intel

    nairraf
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.
    MIT
  • CodeScene MCP Server by codescene-oss

    CodeScene MCP Serverofficial

    codescene-oss
    F
    license
    Not graded
    quality
    A
    maintenance
    Exposes CodeScene's Code Health analysis as local AI-friendly tools, enabling AI assistants to provide insights on code quality, maintainability, and technical debt directly from the codebase.
    61

  • xtage

    ruco-ai
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides Claude with persistent, semantic knowledge of a codebase across sessions by maintaining a local knowledge base of structural maps, compressed file summaries, and insights.
    7
    1
    MIT

  • Synapse

    alexjsmith0115
    A
    license
    Not graded
    quality
    D
    maintenance
    Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep structural insights including inheritance, interface implementations, and call chains. It enables AI assistants to query code architecture and navigate symbol relationships using an LSP-powered MCP server.
    1
    MIT

  • Expert Among Us

    portablestew
    A
    license
    Not graded
    quality
    B
    maintenance
    Indexes commit history to create a queryable expert, providing insights into code evolution, developer intent, and hidden patterns beyond static code analysis.
    MIT

  • LSP MCP

    jonrad
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI agents with language-aware code analysis through the Language Server Protocol, enabling tasks like getting code insights and diagnostics.
    20
    192
    MIT

  • Cortex

    kovalenko-tech
    A
    license
    Not graded
    quality
    D
    maintenance
    Analyzes a repository's history to generate structured .claude/docs/ context files for Claude Code, enabling informed code generation with historical insights, risk scores, and security notes.
    1
    MIT

  • Codebase MCP Server

    cmaujean
    A
    license
    Not graded
    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.
    MIT

  • Codebase Insights MCP Server

    llanterme
    A
    license
    Not graded
    quality
    D
    maintenance
    Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.
    MIT