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  • Sequential Thinking MCP Server

    mustafaskyer
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    quality
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    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
    146,749
    Sleepycat

  • repowise

    repowise-dev
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    license
    A
    quality
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    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
    4,225
    AGPL 3.0

  • sharplens-mcp

    pzalutski-pixel
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    license
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    quality
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    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
    29
    MIT

  • MCP-TY

    qinsehm1128
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    license
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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.
    Last updated
    16
    1
    MIT
  • Hanzo MCP by hanzoai

    Hanzo MCPofficial

    hanzoai
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    license
    C
    quality
    B
    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
    8
    9
    MIT

  • gopls-mcp

    xieyuschen
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    license
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    quality
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    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
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    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.
    Last updated
    MIT

  • 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.
    Last updated
    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.
    Last updated
    3,916
    MIT

  • Engine-MCP

    galacean
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    license
    -
    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.
    Last updated

  • Telegram MCP Server

    archetyx
    A
    license
    A
    quality
    F
    maintenance
    Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram, allowing you to manage long-running tasks, send commands, and receive notifications from anywhere. Supports unattended mode with smart polling for up to 7 days and multi-session management.
    Last updated
    8
    29
    MIT

  • Aurai Advisor (上级顾问 MCP)

    LZMW
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and automated session history tracking.
    Last updated
    4
    11

  • codex-mcp-server

    tuannvm
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    license
    A
    quality
    C
    maintenance
    Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation, and review, with support for session management, web search, and structured output.
    Last updated
    6
    687
    604
    ISC

  • Trae-OpenSpec MCP

    leon30083
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    license
    A
    quality
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    maintenance
    An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.
    Last updated
    3
    12
    25
    MIT

  • mcp-skills

    FranciscoYuster
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    license
    A
    quality
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    maintenance
    Integrates with the skills.sh ecosystem to allow AI coding agents to discover, install, and manage reusable instruction sets. It enables autonomous agents to extend their capabilities with structured skill discovery and full lifecycle management through the Model Context Protocol.
    Last updated
    6
    25
    1
    Apache 2.0