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  • Rules MCP Server

    markacianfrani
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.
    Last updated
    2
    8

  • agency-agents-mcp

    kriptoburak
    A
    license
    -
    quality
    -
    maintenance
    Provides GitHub Copilot with 160+ AI agent personas and 1,400+ specialized skills, enabling developers to activate expert roles like backend architect or security engineer through natural language.
    Last updated
    MIT

  • MCP Refactoring

    marshally
    A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.
    Last updated
    5
    3
    MIT

  • ast-editor

    kambleakash0
    A
    license
    A
    quality
    A
    maintenance
    A robust, language-agnostic Model Context Protocol (MCP) server that provides AI coding agents with the ability to edit files surgically via Abstract Syntax Trees (AST) instead of relying on token-heavy, brittle search-and-replace or diff operations.
    Last updated
    28
    7
    MIT

  • TNL

    janaraj
    A
    license
    A
    quality
    B
    maintenance
    MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — get_impacted_tnls, retrieve_tnl, trace, propose_tnl_diff, approve_tnl_diff, verify — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via npx typed-nl init for Claude Code, Codex, Gemini.
    Last updated
    6
    14
    8
    MIT

  • CommonTrace MCP Server

    commontrace
    A
    license
    A
    quality
    B
    maintenance
    Connects AI coding agents to a shared knowledge base by allowing them to search, retrieve, and contribute coding traces. It acts as a protocol adapter for the CommonTrace API, facilitating collaborative knowledge sharing through natural language queries and tool-based interactions.
    Last updated
    6
    1
    Apache 2.0

  • Serena

    oraios
    A
    license
    A
    quality
    B
    maintenance
    A fully featured coding agent that uses symbolic operations (enabled by language servers) and works well even in large code bases. Essentially a free to use alternative to Cursor and Windsurf Agents, Cline, Roo Code and others.
    Last updated
    29
    27,002
    MIT

  • Trae-OpenSpec MCP

    leon30083
    A
    license
    A
    quality
    D
    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

  • Fusion360 MCP Server

    faust-machines
    A
    license
    B
    quality
    D
    maintenance
    Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling natural language control over sketching, 3D modeling, and CAM operations. It uses a Python-based bridge and a custom add-in to execute over 80 tools ranging from simple geometry creation to complex assembly and parameter management.
    Last updated
    80
    52
    MIT

  • FastApply MCP Server

    tickernelz
    A
    license
    C
    quality
    D
    maintenance
    Enables AI-powered code editing with preview and validation capabilities through FastApply language models. Features automatic backups, atomic file operations, and support for multiple FastApply-compatible backends like LM Studio and Ollama.
    Last updated
    2
    3
    MIT