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  • oxcode by oxgraph

    oxcodeofficial

    oxgraph
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables coding agents to navigate and query source code by providing context, symbols, and call graph information through a graph index.
    3
    MIT

  • figma-developer-mcp

    Cangnt5
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables coding agents like Cursor to access Figma design data, fetch layout and styling information, and implement designs in any framework.
    57,771
    MIT

  • gopls-mcp

    xieyuschen
    A
    license
    Not graded
    quality
    A
    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.
    57
    BSD 3-Clause

  • LSP MCP Server

    Tritlo
    A
    license
    Not graded
    quality
    F
    maintenance
    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
    3,520
    123
    MIT

  • reprox-mcp

    bristinWild
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables coding agents to search and retrieve persistent repository memory created by Cliper, providing context, gaps, architecture, and timeline information via MCP tools.

  • Engine-MCP

    galacean
    -
    license
    Not graded
    quality
    Not graded
    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.

  • local-vibes

    OpenSourceWTF
    F
    license
    A
    quality
    B
    maintenance
    A generic OpenAI-compatible subagent MCP server that lets Claude Code delegate coding grunt-work to a local model via a tool-calling agent loop, with configurable concurrency and backend.
    1

  • Think Tool MCP Server

    PhillipRt
    A
    license
    A
    quality
    D
    maintenance
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    1
    26
    126
    MIT

  • NotiCode

    Antropov31
    A
    license
    A
    quality
    B
    maintenance
    Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.
    7
    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

  • Vibe-Coder MCP Server

    crazyrabbitLTC
    A
    license
    D
    quality
    D
    maintenance
    An MCP server that implements a structured workflow for LLM-based coding, guiding development through feature clarification, documentation generation, phased implementation, and progress tracking.
    10
    30
    18
    MIT

  • Petamind MCP

    alexalexalex222
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables agentic coding workflows in Claude Code through a multi-candidate patch evaluation loop that generates code variants, validates builds, scores results with mandatory vision testing, and automatically selects the best implementation.
    MIT
  • CatoBot autoexperiment MCP Server by IamCatoBot

    CatoBot autoexperiment MCPofficial

    IamCatoBot
    A
    license
    Not graded
    quality
    D
    maintenance
    A domain-agnostic MCP server for autonomous experimentation, generalizing Karpathy's autoresearch pattern into a reusable server that any AI agent can drive, pointed at any domain defined by a JSON configuration.
    3
    Apache 2.0
  • UIZZE by uizze

    UIZZEofficial

    uizze
    A
    license
    Not graded
    quality
    A
    maintenance
    STOP UI SLOP. Gives coding agents searchable evidence from 800,000+ real web and iOS screens, design contracts, and a hard UI finish gate.
    1
    MIT

  • Agent Collab MCP

    Nathan-Z01
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables multiple AI coding agents to collaborate on a project by coordinating tasks, file leases, and messages through a shared hub, preventing conflicts and enabling parallel development.
    MIT

  • Vibechemy

    DiamondAlchemy
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server for orchestrating a fleet of CLI coding agents in isolated git worktrees. It exposes tools for spawning workers, sending instructions, reviewing diffs, and merging changes, with full terminal visibility.
    3
    3
    MIT