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  • yudao-pilot-mcp

    chanshawoh
    A
    license
    A
    quality
    A
    maintenance
    Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI coding tools identify backend, frontend, and database configurations so generated code lands in the right project structure.
    13
    MIT

  • AIMFP

    aryanduntley
    A
    license
    B
    quality
    B
    maintenance
    MCP server for the AIMFP paradigm, enabling AI assistants to manage functional programming projects with persistent database state, directive compliance, and task tracking via JSON-RPC tools.
    100
    MIT

  • swarm-mcp

    Volpestyle
    A
    license
    -
    quality
    F
    maintenance
    MCP server that lets multiple coding-agent sessions on the same machine discover each other and collaborate through a shared SQLite database.
    31
    1
    MIT

  • CodeGraphContext

    CodeGraphContext
    A
    license
    -
    quality
    A
    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.
    4,076
    MIT

  • THU Agent by CyberCraze

    cybercrazetech
    F
    license
    -
    quality
    D
    maintenance
    An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.
    10

  • 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.

  • 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.
    4

  • simplifier-mcp

    simplifier-ag
    A
    license
    A
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server that enables integration with the Simplifier Low Code Platform. This server provides tools and capabilities for creating and managing Simplifier Connectors and BusinessObjects through the platform's REST API.
    17
    205
    5
    MIT

  • ralph-loop-mcp

    sheldonrobinson
    F
    license
    A
    quality
    C
    maintenance
    A cross-platform MCP server implementing the Ralph Loop iterative development technique where a worker model does the work and a reviewer model provides cross-model review until approval.
    10

  • citio

    lawrencehui
    A
    license
    B
    quality
    A
    maintenance
    Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits, branch and PR creation, allowlisted command execution, CI status and an audit log as MCP tools, keeping every credential behind the tool layer instead of handing it to the model.
    12
    21
    2
    MIT

  • Backend Architect MCP Server

    jemhakdog
    F
    license
    B
    quality
    D
    maintenance
    A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.
    9

  • TokenHub MCP

    Gravitied
    A
    license
    B
    quality
    C
    maintenance
    A production-packaged Model Context Protocol server for coding agents that routes large file, git, web, database, and other tasks through token-budgeted tools and workflows.
    6
    11
    1
    MIT

  • Cursor Agent MCP Server

    Darkstar326
    A
    license
    C
    quality
    C
    maintenance
    Wraps the cursor-agent CLI to provide cost-effective tools for repository analysis, code search, planning, and editing. Offloads heavy thinking tasks from the host AI to reduce token usage while maintaining precise, scoped workspace operations.
    7
    5
    MIT