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  • TNL

    janaraj
    A
    license
    A
    quality
    C
    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.
    6
    26
    8
    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.
    4
    11

  • orchex

    wundam
    F
    license
    Not graded
    quality
    C
    maintenance
    Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route across 6 LLMs. Describe what you want. Orchex plans, parallelizes, and executes — safely.

  • Spec MCP Server

    karol-f
    A
    license
    A
    quality
    D
    maintenance
    Streamlines development workflows through AI-assisted codebase analysis, comprehensive planning, task breakdown with dependencies, and automated implementation verification. Enables systematic approach to complex development tasks like framework migrations and feature implementation.
    5
    25
    MIT
  • DawnMCP by dawnmcp

    DawnMCPofficial

    dawnmcp
    F
    license
    B
    quality
    C
    maintenance
    A fully local, privacy-first MCP server that gives AI coding assistants deep repository intelligence with file-and-line-cited answers, persistent semantic memory, and agentic abilities like task planning and code review—all without any cloud API calls.
    23

  • local-agent-mcp

    ezra-y
    A
    license
    B
    quality
    C
    maintenance
    Enables ChatGPT to work directly on local projects by reading files, editing code, running tests and commands, inspecting Git state, and managing durable workflows, with optional delegation to local Codex agents for complex tasks.
    28
    MIT

  • codex-mcp

    j-token
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server wrapping OpenAI Codex SDK to run Codex agents for code generation, debugging, and more, authenticating via ChatGPT OAuth.
    21
    MIT

  • Apprentice

    m-555
    A
    license
    Not graded
    quality
    B
    maintenance
    A local MCP server that delegates coding tasks to local Qwen and cloud Gemini models, enabling orchestrators like Claude Code to offload routine code generation and receive verified results with automatic correction logging.
    MIT

  • Multi Agent MCP

    R-Mabasha
    A
    license
    Not graded
    quality
    D
    maintenance
    Transforms your IDE into an autonomous multi-agent coding assistant that orchestrates complex codebase refactoring using LangGraph and LiteLLM.
    3
    MIT

  • forge-repo-mcp

    cool-f
    A
    license
    Not graded
    quality
    B
    maintenance
    This MCP server enables automated maintenance and code analysis for Python/pytest repositories in isolated Docker environments. It supports read-only investigations, fix-and-verify tasks, and provides full audit trails with SQLite event history and artifact exports.
    MIT