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MCP server for code understanding and agent context initialization MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

12,806 servers. Last updated 2025-12-25 01:17

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"MCP server for code understanding and agent context initialization" matching MCP servers:

  • -
    security
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    license
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    quality
    Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.
    Last updated 3 days ago
    101
    3
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.
    Last updated 2 months ago
    6
    MIT License
  • A
    security
    F
    license
    A
    quality
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated 4 months ago
    5
    1

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