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  • Sequential Thinking MCP Server

    mustafaskyer
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    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.
    1
    135,350
    Inno Setup

  • repowise

    repowise-dev
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    quality
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    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.
    2
    11
    4,842
    AGPL 3.0

  • sharplens-mcp

    pzalutski-pixel
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    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.
    62
    31
    MIT

  • Serena MCP Server

    Raheem-19
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    license
    B
    quality
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    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.
    25
    MIT

  • MCP-TY

    qinsehm1128
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    quality
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    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.
    16
    1
    MIT
  • Hanzo MCP by hanzoai

    Hanzo MCPofficial

    hanzoai
    A
    license
    C
    quality
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    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.
    7
    66
    1
    MIT

  • Sense

    luuuc
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    license
    -
    quality
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    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.
    26
    MIT

  • gopls-mcp

    xieyuschen
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    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.
    57
    BSD 3-Clause

  • agent-docs-mcp

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

  • CodeGraphContext

    CodeGraphContext
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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.
    4,053
    MIT

  • Engine-MCP

    galacean
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    license
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    quality
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    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.