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  • Mushi-Mushi

    kensaurus
    A
    license
    A
    quality
    A
    maintenance
    Bug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agent for a plain-English diagnosis of any user-reported bug — with evidence, blast radius, and a paste-ready fix prompt — then dispatch an automated GitHub fix PR without a second LLM key. 71 tools, Supabase-backed, MIT SDK. npx @mushi-mushi/mcp
    Last updated
    34
    78
    3
    MIT

  • LeetCode MCP Server

    jinzcdev
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    quality
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    maintenance
    A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.
    Last updated
    9
    311
    132
    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

  • M8 Codex MCP

    lipeng9401222
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    license
    A
    quality
    D
    maintenance
    An AI-powered toolkit for the M8 mobile development framework that enables automated generation of Vue pages, low-code components, and mock data. It provides real-time code standard validation and a comprehensive UI component knowledge base to streamline development in AI editors.
    Last updated
    4
    103
    MIT

  • Spec MCP Server

    karol-f
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    license
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    quality
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    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.
    Last updated
    5
    12
    MIT

  • Trae-OpenSpec MCP

    leon30083
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    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

  • Codex MCP Server

    SpongeBaby-124
    F
    license
    B
    quality
    D
    maintenance
    Connects AI assistants to a local Codex engine for performing deep, project-level code reviews and automated refactoring. It enables context-aware bug fixes and multi-file analysis through a standardized bridge between modern AI clients and local development environments.
    Last updated
    4
    2

  • Qwen3-Coder MCP Server

    keithah
    F
    license
    B
    quality
    D
    maintenance
    Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.
    Last updated
    5

  • Jules MCP Server

    streetquant
    A
    license
    B
    quality
    C
    maintenance
    Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.
    Last updated
    26
    6
    MIT

  • MCP App Template

    xkloveme
    A
    license
    -
    quality
    D
    maintenance
    An AI-agent-first framework for building MCP servers that deliver interactive React widgets directly within AI chat interfaces like ChatGPT and Claude. It includes automated visual testing and a zero-config local development environment designed for autonomous agent workflows.
    Last updated
    MIT

  • Boring Gemini

    Boring206
    A
    license
    -
    quality
    B
    maintenance
    An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scanning, and spec-driven development.
    Last updated
    5
    Apache 2.0

  • MCP-Booster

    LLM-Booster
    A
    license
    -
    quality
    D
    maintenance
    Provides AI-powered development assistance with continuous chain-of-thought reasoning (CoConuT), automated task planning and execution, quality validation, and persistent memory of project context and decisions.
    Last updated
    13
    2
    MIT

  • Unity MCP Server

    coolmew
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    license
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    quality
    -
    maintenance
    Exposes Unity Editor project context and manipulation tools to AI coding agents, enabling automated scene hierarchy analysis, script inspection, and asset management. It supports both read and write operations including GameObject editing, component configuration, and animation authoring within the Unity environment.
    Last updated
    2