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"Understanding Code Relationships and Dependencies" matching MCP servers:

  • code-shot

    thesimonharms
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    Renders source code as beautiful SVG or PNG images with syntax highlighting, line numbers, and diff support. Ideal for AI agents to present code visually to humans or for sharing snippets.
    2
    21
    MIT
  • Code-Fundi MCP Server by Code-Fundi

    Code-Fundi MCP Serverofficial

    Code-Fundi
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    A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.
    27
    84
    1
    MIT

  • Code-MCP

    millsydotdev
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    quality
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    Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.
    35
    22
  • Axme-code by AxmeAI

    Axme-codeofficial

    AxmeAI
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    quality
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    Persistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.
    20
    14
    MIT

  • code-guardian

    xueca
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    quality
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    maintenance
    An MCP server that provides code quality checks for AI coding assistants, including file size limits, ESLint, architecture compliance, anti-pattern scanning, and comment compliance.
    127
    MIT

  • code-atlas

    lusiem
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    quality
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    Multi-language code intelligence MCP server providing structured code analysis including symbol search, references, hierarchies, and change impact. Supports 25 languages with persistent indexing and LSP integration.
    57
    MIT

  • Code Graph Context

    andrew-hernandez-paragon
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    quality
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    maintenance
    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.
    240
    17
    MIT

  • kimi-code-mcp

    oni-chan69
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    quality
    C
    maintenance
    Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 through the Model Context Protocol, with session caching and parallel processing to reduce costs and time.
    4
    7
    72
    1
    MIT

  • Code Reasoning MCP Server

    mettamatt
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    quality
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    maintenance
    An enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.
    1
    68
    257
    MIT

  • Code Impact MCP

    vk0dev
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    quality
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    maintenance
    Fast pre-commit dependency gate for AI-assisted code changes. Answers "is this safe to commit?" with a PASS/WARN/BLOCK verdict in seconds, so you can catch risky blast radius before a bad commit, not after it. No database, no heavy setup.
    5
    85
    1
    MIT

  • code-intel-mcp

    dothinh115
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    quality
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    Enables efficient codebase exploration with tools to list exports, get file outlines, read targeted regions, and find references without loading entire files.
    4
    35
    1
    MIT