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  • Sequential Thinking MCP Server

    mustafaskyer
    A
    license
    A
    quality
    D
    maintenance
    Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.
    Last updated
    1
    131,217
    Inno Setup

  • repowise

    repowise-dev
    A
    license
    A
    quality
    A
    maintenance
    Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.
    Last updated
    2
    11
    4,632
    AGPL 3.0

  • sharplens-mcp

    pzalutski-pixel
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server providing 62 AI-optimized tools for .NET/C# semantic code analysis, navigation, refactoring, and code generation using Microsoft Roslyn. Built for AI coding agents - provides compiler-accurate code understanding that AI cannot infer from reading source files alone.
    Last updated
    62
    30
    MIT

  • MCP-TY

    qinsehm1128
    A
    license
    B
    quality
    D
    maintenance
    An MCP server leveraging the Rust-based ty type checker to provide AI models with high-performance, semantic Python code analysis and structural navigation. It enables precise symbol searching, cross-file renaming, and diagnostic reporting to improve code understanding and editing accuracy.
    Last updated
    16
    1
    MIT
  • Hanzo MCP by hanzoai

    Hanzo MCPofficial

    hanzoai
    A
    license
    C
    quality
    A
    maintenance
    An MCP server that enables Claude and other LLM clients to access Hanzo AI platform capabilities and provide powerful code management tools for analyzing, modifying, and understanding projects.
    Last updated
    7
    51
    1
    MIT
  • UIZZE by uizze

    UIZZEofficial

    uizze
    A
    license
    -
    quality
    A
    maintenance
    STOP UI SLOP. Gives coding agents searchable evidence from 800,000+ real web and iOS screens, design contracts, and a hard UI finish gate.
    Last updated
    1
    MIT

  • Sense

    luuuc
    A
    license
    -
    quality
    B
    maintenance
    An MCP server for codebase context that gives AI coding agents structural understanding through symbol graph, semantic search, blast radius, and convention detection tools.
    Last updated
    24
    MIT

  • gopls-mcp

    xieyuschen
    A
    license
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    quality
    B
    maintenance
    https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.
    Last updated
    57
    BSD 3-Clause

  • Serena MCP Server

    Raheem-19
    A
    license
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    quality
    D
    maintenance
    Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling precise code understanding and manipulation in large codebases via the Model Context Protocol.
    Last updated
    MIT

  • agent-docs-mcp

    jbouder
    A
    license
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    quality
    D
    maintenance
    MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.
    Last updated
    Apache 2.0

  • CodeGraphContext

    CodeGraphContext
    A
    license
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    quality
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    maintenance
    Indexes local Python code into a Neo4j graph database to provide AI assistants with deep code understanding and relationship analysis. Enables querying code structure, dependencies, and impact analysis through natural language interactions.
    Last updated
    4,035
    MIT

  • Engine-MCP

    galacean
    -
    license
    -
    quality
    -
    maintenance
    A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
    Last updated

  • unstuck-mcp

    SamuelH98
    F
    license
    A
    quality
    C
    maintenance
    Prevents coding agents from repeatedly attempting the same failed fix by tracking attempts and blocking further fixes until the agent uses its own web search tool.
    Last updated
    4