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MCP工具

开源MCP工具

让 AI 助手直接操作你的系统与工具

英文名：skill-of-skills

⭐ 9 Stars 🍴 4 Forks 📄 MIT 🏷 AI 7.5分

7.5AI 综合评分

mcpai-toolsautomation

⬇ 下载源码 ZIP ⚙️ 配置说明

✦ AI Skill Hub 推荐

开源MCP工具是 AI Skill Hub 本期精选MCP工具之一。综合评分 7.5 分，整体质量较高。我们推荐使用将其纳入你的 AI 工具库，帮助提升工作效率。

📚 深度解析

开源MCP工具是一款基于 MCP（Model Context Protocol）标准协议的 AI 工具扩展。MCP 协议由 Anthropic 开发并开源，旨在建立 AI 模型与外部工具之间的标准化通信接口，目前已被 Claude Desktop、Claude Code、Cursor 等主流 AI 工具采纳。

通过安装开源MCP工具，你的 AI 助手将获得额外的工具调用能力，可以用自然语言直接操控该工具的功能，无需学习复杂的命令行语法。MCP 工具的核心价值在于"一次配置，永久增强"——配置完成后，每次与 AI 对话时都可以无缝调用这些工具。

在技术实现上，MCP 工具通过标准的 JSON-RPC 协议与 AI 客户端通信，工具的功能以"工具列表"的形式暴露给 AI 模型，AI 可以按需调用。开源MCP工具提供了结构化的工具调用接口，使 AI 模型能够精确地理解和使用每个功能点，显著降低 AI 在工具使用上的错误率。

与传统的 API 集成相比，MCP 工具的优势在于无需编写代码——用户只需在配置文件中添加几行 JSON，即可让 AI 获得全新能力。AI Skill Hub 将开源MCP工具评为 AI 评分 7.5 分，属于同类工具中的优质选择。

📋 工具概览

The autonomous discovery engine for AI coding tools，提供AI编程工具的自动发现引擎，支持技能、插件和MCP的索引。

开源MCP工具是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

GitHub Stars

⭐ 9

开发语言

多语言

支持平台

Windows / macOS / Linux

维护状态

轻量级项目，按需更新

开源协议

MIT

AI 综合评分

7.5 分

工具类型

MCP工具

Forks

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理，如需查看完整原始文档请访问底部「原始来源」。

The autonomous discovery engine for AI coding tools，提供AI编程工具的自动发现引擎，支持技能、插件和MCP的索引。

📌 核心特色

通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
提供结构化工具调用接口，显著降低 AI 集成复杂度
支持 Claude Desktop 和 Claude Code 无缝接入，开箱即用
可与其他 MCP 工具组合叠加，构建完整 AI 工作站
轻量无侵入设计，不影响现有系统架构

🎯 主要使用场景

在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
将多个 MCP 工具组合使用，构建个人专属 AI 工作站

以下安装命令基于项目开发语言和类型自动生成，实际以官方 README 为准。

安装命令

# 方式一：通过 Claude Code CLI 一键安装
claude skill install https://github.com/the911fund/skill-of-skills

# 方式二：手动配置 claude_desktop_config.json
{
  "mcpServers": {
    "--mcp--": {
      "command": "npx",
      "args": ["-y", "skill-of-skills"]
    }
  }
}

# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json

📋 安装步骤说明

确认已安装 Node.js（v18 或以上版本）
打开 Claude Desktop 或 Claude Code 的 MCP 配置文件
按「交给 Agent 安装 → Claude Desktop」标签中的 JSON 配置填入 mcpServers 字段
保存配置文件并重启 Claude 客户端
重启后，在对话中即可使用本工具

以下用法示例由 AI Skill Hub 整理，涵盖最常见的使用场景。

常用命令 / 代码示例

# 安装后在 Claude 对话中直接使用
# 示例：
用户: 请帮我用 开源MCP工具 执行以下任务...
Claude: [自动调用 开源MCP工具 MCP 工具处理请求]

# 查看可用工具列表
# 在 Claude 中输入："列出所有可用的 MCP 工具"

以下配置示例基于典型使用场景生成，具体参数请参照官方文档调整。

配置示例

// claude_desktop_config.json 配置示例
{
  "mcpServers": {
    "__mcp__": {
      "command": "npx",
      "args": ["-y", "skill-of-skills"],
      "env": {
        // "API_KEY": "your-api-key-here"
      }
    }
  }
}

// 保存后重启 Claude Desktop 生效

📑 README 深度解析真实文档完整度 20/100 查看 GitHub 原文 →

以下内容由系统直接从 GitHub README 解析整理，保留代码块、表格与列表结构。

Skill of Skills

The curated directory for AI coding skills — quality-scored across Claude Code, Cursor, Codex, Windsurf, Cline & more.

🌐 Browse the Directory | 📊 Analytics

---

📖 Library & API Reference

📄 ⭐ antigravity-awesome-skills 🤖🖱️ R:🟢 M:✅ — The Ultimate Collection of 700+ Agentic Skills for Claude Code/Antigravity/Cursor. Battle-tested, high-performance skills for AI agents including official skills from Anthropic and Vercel. by sickn33 (29.9k ⭐)
📚 🔷 learn-claude-code 🤖 R:🟡 M:🟠 — Bash is all You need - Write a nano Claude Code 0 - 1 by shareAI-lab (46.7k ⭐)
📚 🔷 PaddlePaddle/PaddleOCR R:🟢 M:🟢 — No description by PaddlePaddle (76.1k ⭐)
⌨️ ⭐ claude-howto 🤖 R:🟢 M:🟠 — A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value. by luongnv89 (16.0k ⭐)
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⌨️ ⭐ claude-code-ultimate-guide 🤖 R:🟢 M:🟠 — Claude Code (Anthropic): the learning curve, solved. ~16K-line guide + 100 templates + 257 quiz questions + 22 event hooks + 37 resource evaluations. Beginner → Power User. by FlorianBruniaux (2.7k ⭐)
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📄 ⭐ notebooklm-skill 🤖 R:🟢 M:✅ — Use this skill to enable Claude Code to communicate directly with your Google NotebookLM notebooks. Query your uploaded documents and get source-grounded, citation-backed answers from Gemini. Features browser automation, library management, persistent authentication, and answers exclusively from your own knowledge base. by PleasePrompto (5.4k ⭐)
⌨️ 🔷 fastmcp 🤖 R:🟢 M:✅ — 🚀 The fast, Pythonic way to build MCP servers and clients by jlowin (24.2k ⭐)
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📄 🔶 ai-guide 🤖🖱️ R:🟢 M:🟠 — 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享大模型选择指南（DeepSeek / GPT / Gemini / Claude）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（RAG / MCP / A2A）、AI 编程技巧、AI 工具用法（Cursor / Claude Code / TRAE / Lovable / Agent Skills）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档版本，已升级为鱼皮 AI 导航网站 by liyupi (11.0k ⭐)
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📚 🔷 llama.cpp R:🟢 M:🟢 — LLM inference in C/C++ by ggml-org (0 ⭐)
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📄 ⭐ unbrowse R:🔴 M:🟢 — Unbrowse — api native browser skill/cli for any agent. Auto-discovers APIs from browser traffic, generates skills on the fly to call APIs directly 100x faster, 80% cheaper locally. by unbrowse-ai (609 ⭐)
🔌 🔷 n-skills R:🟡 M:🟢 — Curated plugin marketplace for AI agents - works with Claude Code, Codex, and openskills by numman-ali (948 ⭐)
🔌 🔷 worktrunk R:🟡 M:🟢 — Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows by max-sixty (4.1k ⭐)
⌨️ 🔷 claude-code-statusline 🤖 R:🟢 M:✅ — Transform your Claude Code terminal with atomic precision statusline. Features flexible layouts, real-time cost tracking, MCP monitoring, prayer times, and beautiful themes. by rz1989s (414 ⭐)
📚 🔷 genai-toolbox R:🟢 M:🟢 — MCP Toolbox for Databases is an open source MCP server for databases. by googleapis (14.0k ⭐)
⌨️ 🔷 civitai R:⚫ M:🟢 — A repository of models, textual inversions, and more by civitai (7.1k ⭐)
📚 🔷 CLIProxyAPI R:🟡 M:🟢 — Wrap Gemini CLI, Antigravity, ChatGPT Codex, Claude Code, Qwen Code, iFlow as an OpenAI/Gemini/Claude/Codex compatible API service, allowing you to enjoy the free Gemini 2.5 Pro, GPT 5, Claude, Qwen model through API by router-for-me (22.1k ⭐)
⌨️ 🔷 webperf-snippets R:🟡 M:🟢 — ⚡️ 💾 Web Performance Snippets by nucliweb (1.4k ⭐)
📚 🔷 axe R:🔴 M:🟢 — A ligthweight cli for running single-purpose AI agents. Define focused agents in TOML, trigger them from anywhere; pipes, git hooks, cron, or the terminal. by jrswab (778 ⭐)
📄 ⭐ rtk-ai/rtk 🤖🧠 R:🟡 M:⚪ — No description by rtk-ai (50.4k ⭐)
📚 ⭐ jackwener/opencli R:🟢 M:⚪ — No description by jackwener (0 ⭐)
⌨️ 🔷 dexto R:🔴 M:🟢 — A coding agent and general agent harness for building and orchestrating agentic applications. by truffle-ai (0 ⭐)
📄 🔷 langflow-ai/langflow 🤖🖱️🧠 R:🟡 M:⚪ — No description by langflow-ai (148.3k ⭐)
📚 ⭐ googleworkspace/cli R:🟢 M:⚪ — No description by googleworkspace (23.9k ⭐)
🔌 🔷 SocratiCode R:🟡 M:🟢 — Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep. by giancarloerra (720 ⭐)
📄 🔷 langchain-ai/langchain 🤖🧠 R:🟢 M:⚪ — No description by langchain-ai (137.4k ⭐)
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🔌 ⭐ dotnet-claude-kit R:🟡 M:🟢 — Make Claude Code a .NET 10 Expert by codewithmukesh (230 ⭐)
📚 🔷 air R:🟢 M:🟢 — ☁️ Live reload for Go apps by air-verse (23.3k ⭐)
🔌 🔷 tidy3d R:🟡 M:🟢 — fast, large scale photonic simulation platform by flexcompute (326 ⭐)
📚 ⭐ microsoft/agent-framework R:🟢 M:⚪ — No description by microsoft (8.9k ⭐)
⌨️ ⭐ Continuous-Claude-v3 🤖 R:🟢 M:🟠 — Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. by parcadei (3.7k ⭐)
📄 🔷 figma-use 🤖 R:🟡 M:✅ — Control Figma from the command line. Full read/write access for AI agents — create shapes, text, components, set styles, export images. 100+ commands. by dannote (521 ⭐)
⌨️ 🔷 speckle-server R:🟡 M:🟢 — The Speckle Server, Frontend, 3D Viewer, & other JS utilities. by specklesystems (786 ⭐)
🔗 🔷 travel-hacking-toolkit R:🟡 M:🟢 — AI-powered travel hacking with points, miles, and award flights. Drop-in skills and MCP servers for OpenCode and Claude Code. by borski (341 ⭐)
⌨️ 🔷 marketplace 🤖🧠 R:🟢 M:✅ — Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. by aiskillstore (236 ⭐)
🔗 🔷 BioClaw R:🔴 M:🟢 — AI-Powered Bioinformatics Research Assistant. Built on OpenClaw. by Runchuan-BU (299 ⭐)
📚 🔷 jcodemunch-mcp R:🟡 M:🟢 — The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing by jgravelle (1.4k ⭐)
📚 🔷 kagent R:🟡 M:🟢 — Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord by kagent-dev (2.5k ⭐)
📄 🔷 swarmclaw R:🔴 M:🟢 — Build and run autonomous AI agents with OpenClaw, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors. by swarmclawai (0 ⭐)
⌨️ 🔷 vmprint R:🟢 M:🟢 — An alternative to React-PDF — render multi-page documents anywhere. Preview on canvas and export to PDF/SVG from the same layout — no PDF.js, no React, no server. Pure JS, no dependencies. ~1.7MB. https://cosmiciron.github.io/vmprint/examples/preview/ by cosmiciron (541 ⭐)
📄 🔷 storybookjs/storybook 🤖🖱️🧠 R:🔴 M:⚪ — No description by storybookjs (89.9k ⭐)
⌨️ ⭐ mcpm.sh R:🟡 M:🟠 — CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features. by pathintegral-institute (917 ⭐)
⌨️ 🔷 symphony-ts R:🔴 M:🟢 — Typecript version of https://github.com/openai/symphony by OasAIStudio (526 ⭐)
🔌 🔷 CloudBase-MCP 🤖 R:🔴 M:🟢 — CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app. by TencentCloudBase (986 ⭐)
📚 ⭐ teng-lin/notebooklm-py R:🟢 M:⚪ — No description by teng-lin (9.2k ⭐)
⌨️ 🔷 amp.dev R:🟢 M:🟢 — The AMP Project Website. by ampproject (597 ⭐)
⌨️ 🔶 nativewind R:🟡 M:🟢 — The utility-first workflow you love from Tailwind CSS in your React Native applications. by nativewind (7.7k ⭐)
📄 ⭐ elizaOS/eliza 🤖🖱️🧠 R:🟡 M:⚪ — No description by elizaOS (18.3k ⭐)
📄 🔶 zotero-mcp 🤖 R:🟢 M:✅ — Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。 Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. by cookjohn (571 ⭐)
📚 🔷 polymarket-mcp-server R:🔴 M:🟢 — 🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grade safety features by caiovicentino (298 ⭐)
📄 🔷 openai/whisper 🔧 R:🟢 M:⚪ — No description by openai (99.9k ⭐)
🔌 🔷 Swift-Testing-Agent-Skill R:🟢 M:🟢 — An agent skill focused entirely on Swift Testing, helping you write better tests, migrate from XCTest, improve test architecture, and adopt modern Swift testing patterns with confidence. by AvdLee (325 ⭐)
📚 🔷 autogen R:🟢 M:⚪ — A programming framework for agentic AI by microsoft (56.7k ⭐)
📚 🔷 appwrite/appwrite R:🟢 M:⚪ — No description by appwrite (55.5k ⭐)
📄 🔷 caveman 🤖🖱️🧠📟 R:🟡 M:⚪ — No description by JuliusBrussee (40.8k ⭐)
🔌 ⭐ claude-stt 🤖 R:🟢 M:🟠 — Speech-to-text input for Claude Code with live streaming dictation by jarrodwatts (361 ⭐)
📄 🔷 BerriAI/litellm 🤖🧠 R:🟡 M:⚪ — No description by BerriAI (44.4k ⭐)
📚 🔷 OpenBB-finance/OpenBB R:🟢 M:⚪ — No description by OpenBB-finance (0 ⭐)
🔌 🔷 memora R:🟡 M:🟢 — Give your AI agents persistent memory. by agentic-box (375 ⭐)
📄 🔷 upstash/context7 🤖🖱️ R:🟢 M:⚪ — No description by upstash (0 ⭐)
📚 🔶 Windows-MCP R:⚫ M:🟢 — MCP Server for Computer Use in Windows by CursorTouch (5.0k ⭐)
📚 🔷 mudler/LocalAI R:🟢 M:⚪ — No description by mudler (44.9k ⭐)
📄 🔷 linshenkx/prompt-optimizer 🤖🧠 R:🟡 M:⚪ — No description by linshenkx (0 ⭐)
📚 ⭐ Wei-Shaw/sub2api R:🟢 M:⚪ — No description by Wei-Shaw (0 ⭐)
📄 ⭐ elsa-core 🤖🧠 R:🔴 M:⚪ — No description by elsa-workflows (7.7k ⭐)
📚 🔷 pagible R:🟡 M:🟢 — Easy, flexible and powerful cloud-native Laravel CMS package powered by AI with JSON:API, GraphQL API, templates, and themes by aimeos (468 ⭐)
📄 🔷 openai/openai-agents-python 🤖🧠 R:🟡 M:⚪ — No description by openai (20.9k ⭐)
📄 ⭐ cli-printing-press 🤖🧠 R:🔴 M:⚪ — No description by mvanhorn (2.3k ⭐)
📚 ⭐ rudrankriyam/App-Store-Connect-CLI R:🟢 M:⚪ — No description by rudrankriyam (3.7k ⭐)
📚 🔷 langgraph R:🟢 M:⚪ — Build resilient language agents as graphs. by langchain-ai (28.5k ⭐)
📚 🔷 langchain-ai/deepagents R:🟢 M:⚪ — No description by langchain-ai (19.3k ⭐)
📄 🔷 Tencent/WeKnora 🤖 R:🟡 M:⚪ — No description by Tencent (14.1k ⭐)
📄 ⭐ bytedance/UI-TARS 🔧 R:🟡 M:⚪ — No description by bytedance (10.4k ⭐)
📚 🔶 mcp2cli R:🟡 M:🟢 — Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen by knowsuchagency (1.9k ⭐)
🔌 🔷 kotlin-agent-skills R:🟢 M:🟢 — A collection of AI agent skills useful for projects using Kotlin language by Kotlin (253 ⭐)
📄 🔷 musistudio/claude-code-router 🤖 R:🟡 M:⚪ — No description by musistudio (0 ⭐)
⌨️ 🔷 paid-memberships-pro R:🟢 M:🟢 — The Trusted Membership Platform That Grows with You: Restrict access to content and charge recurring subscriptions using Stripe, PayPal, and more. Fully open source. 100% GPL. by strangerstudios (518 ⭐)
📄 🔷 VectifyAI/PageIndex 🤖 R:🟡 M:⚪ — No description by VectifyAI (29.2k ⭐)
📚 🔷 aider R:🟢 M:⚪ — aider is AI pair programming in your terminal by Aider-AI (42.9k ⭐)
📄 🔷 earendil-works/pi 🤖🧠 R:🟡 M:⚪ — No description by earendil-works (46.4k ⭐)
📄 🔷 google/langextract 🤖 R:🟢 M:⚪ — No description by google (0 ⭐)
📄 🔷 CopilotKit/CopilotKit 🤖🖱️🧠 R:🟡 M:⚪ — No description by CopilotKit (30.2k ⭐)
⌨️ 🔷 claude-context R:🟢 M:🟢 — Code search MCP for Claude Code. Make entire codebase the context for any coding agent. by zilliztech (5.8k ⭐)
📄 🔷 trycua/cua 🤖🧠 R:🔴 M:⚪ — No description by trycua (0 ⭐)
📚 🔷 composio R:🟢 M:⚪ — Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. by ComposioHQ (27.7k ⭐)
📚 🔷 bridle R:🟡 M:🟢 — TUI / CLI config manager for agentic harnesses (Amp, Claude Code, Opencode, Goose, Copilot CLI, Crush, Droid) by neiii (407 ⭐)
📄 🔷 webgpu-claude-skill 🤖 R:🟢 M:🟠 — A Claude skill for developing WebGPU applications with Three.js by dgreenheck (471 ⭐)
📚 🔷 block/goose R:🟢 M:⚪ — No description by block (0 ⭐)
📄 🔷 PrefectHQ/fastmcp 🤖🖱️🧠 R:🟡 M:⚪ — No description by PrefectHQ (24.7k ⭐)
📄 🔷 pydantic/pydantic-ai 🤖🖱️🧠 R:🟢 M:⚪ — No description by pydantic (16.6k ⭐)
📄 🔷 heygen-com/hyperframes 🤖🧠 R:🟡 M:⚪ — No description by heygen-com (16.6k ⭐)
📄 🔷 browserbase/stagehand 🤖🖱️ R:🟢 M:⚪ — No description by browserbase (22.6k ⭐)
📄 🔷 Hmbown/DeepSeek-TUI 🤖🧠 R:🟡 M:⚪ — No description by Hmbown (9.7k ⭐)
📄 🔶 claude-skills-collection 🤖 R:🟢 M:🟠 — A curated collection of official and community-built Claude Skills – extend Anthropic's Claude with powerful, modular capabilities for productivity, creativity, coding, and more. by abubakarsiddik31 (585 ⭐)
📚 ⭐ DeusData/codebase-memory-mcp R:🟢 M:🟢 — No description by DeusData (1.4k ⭐)
📚 🔷 badlogic/pi-mono R:🟢 M:⚪ — No description by badlogic (0 ⭐)
📚 🔷 HKUDS/RAG-Anything R:🟢 M:⚪ — No description by HKUDS (15.2k ⭐)
📚 🔶 starship/starship R:🟢 M:⚪ — No description by starship (0 ⭐)
📄 🔷 browser-use/browser-harness 🤖 R:🔴 M:⚪ — No description by browser-use (6.3k ⭐)
📄 🔷 apify/crawlee 🤖 R:🟡 M:⚪ — No description by apify (23.2k ⭐)
🔌 🔶 flyai-skill R:🟢 M:🟢 — fly ai agent skill by alibaba-flyai (369 ⭐)
📄 🔷 explainshell 🤖🧠 R:🔴 M:⚪ — No description by idank (14.1k ⭐)
📄 ⭐ awslabs/agent-plugins 🤖🧠 R:🟢 M:⚪ — No description by awslabs (705 ⭐)
📄 🔷 czlonkowski/n8n-mcp 🤖 R:🔴 M:⚪ — No description by czlonkowski (18.3k ⭐)
📄 🔷 modelcontextprotocol/registry 🤖 R:🟢 M:⚪ — No description by modelcontextprotocol (6.8k ⭐)
📄 ⭐ raullenchai/Rapid-MLX 🤖 R:🟡 M:⚪ — No description by raullenchai (1.5k ⭐)
📚 🔷 cft0808/edict R:🟢 M:⚪ — No description by cft0808 (0 ⭐)
📚 🔷 volcengine/OpenViking R:🟢 M:⚪ — No description by volcengine (0 ⭐)
📚 🔷 yamadashy/repomix R:🟢 M:⚪ — No description by yamadashy (0 ⭐)
📄 🔷 connect 🤖 R:🟡 M:⚪ — No description by redpanda-data (8.7k ⭐)
📄 🔷 openai/skills 🤖 R:🟢 M:⚪ — No description by openai (0 ⭐)
📄 🔷 unity-mcp 🤖 R:🟡 M:⚪ — No description by CoplayDev (8.7k ⭐)
📚 🔷 larksuite/cli R:🟢 M:⚪ — No description by larksuite (6.7k ⭐)
📚 🔶 web-performance R:🟢 M:🟢 — W3C Web Performance Working Group repo by w3c (432 ⭐)
📚 🔷 NVIDIA/OpenShell R:🟢 M:⚪ — No description by NVIDIA (4.5k ⭐)
📚 🔷 E2B R:🟢 M:⚪ — Open-source, secure environment with real-world tools for enterprise-grade agents. by e2b-dev (11.6k ⭐)
📄 ⭐ colbymchenry/codegraph 🤖 R:🟡 M:⚪ — No description by colbymchenry (1.0k ⭐)
📚 🔶 servo/servo R:🟢 M:⚪ — No description by servo (36.2k ⭐)
📄 🔷 anthropics/claude-agent-sdk-python 🤖 R:🟡 M:⚪ — No description by anthropics (6.8k ⭐)
📄 🔷 kyegomez/swarms 🤖🧠 R:🔴 M:⚪ — No description by kyegomez (6.3k ⭐)
📄 🔷 VideoCaptioner 🤖 R:🟡 M:⚪ — No description by WEIFENG2333 (14.2k ⭐)
🔌 🔷 walkerOS 🤖 R:🟢 M:🟠 — Open-source tag manager for developers by elbwalker (332 ⭐)
📚 ⭐ ht-mcp R:🟡 M:🟠 — Pure Rust implementation of MCP server for headless terminal by memextech (212 ⭐)
📄 🔷 topoteretes/cognee 🤖🧠 R:🟡 M:⚪ — No description by topoteretes (15.6k ⭐)
📄 ⭐ CMB2 🤖🧠 R:🟡 M:⚪ — No description by CMB2 (3.0k ⭐)
🔌 🔷 dotai 🤖 R:🟡 M:🟠 — Context manager for all agents by udecode (1.1k ⭐)
📚 🔷 memvid/memvid R:🟢 M:⚪ — No description by memvid (0 ⭐)
📄 🔷 julep 🤖🧠 R:🟡 M:⚪ — No description by julep-ai (6.6k ⭐)
📄 🔶 humanlayer/12-factor-agents 🤖🧠 R:🟢 M:⚪ — No description by humanlayer (20.2k ⭐)
📚 🔷 timesfm R:🟢 M:⚪ — TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting. by google-research (14.9k ⭐)
📄 🔷 ng-zorro-antd 🤖🖱️🧠 R:🟡 M:⚪ — No description by NG-ZORRO (9.1k ⭐)
🔌 🔷 coderlm R:🟡 M:🟠 — Tree-sitter-powered code indexing server that gives LLM agents precise, on-demand access to symbols, implementations, callers, tests, and grep across multi-language projects - so they explore codebases through targeted queries instead of loading everything into context. by JaredStewart (222 ⭐)
📄 🔷 jundot/omlx 🔧 R:🟢 M:⚪ — No description by jundot (10.3k ⭐)
📄 ⭐ rohitg00/agentmemory 🤖🧠 R:🟡 M:⚪ — No description by rohitg00 (2.6k ⭐)
📄 🔷 MemoriLabs/Memori 🔧 R:🟢 M:⚪ — No description by MemoriLabs (13.8k ⭐)
📄 🔷 VoltAgent/voltagent 🤖🖱️🧠 R:🟡 M:⚪ — No description by VoltAgent (7.6k ⭐)
📄 🔷 nature-skills 🤖 R:🟡 M:⚪ — No description by Yuan1z0825 (9.7k ⭐)
📄 🔷 plano 🤖🧠 R:🟡 M:⚪ — No description by katanemo (6.5k ⭐)
📄 🔷 perry 🤖 R:🔴 M:⚪ — No description by PerryTS (3.1k ⭐)
📄 🔷 github/copilot-sdk 🤖🧠 R:🟡 M:⚪ — No description by github (8.6k ⭐)
📚 🔶 QuantumNous/new-api R:🟢 M:⚪ — No description by QuantumNous (24.9k ⭐)
📄 🔷 MemTensor/MemOS 🤖 R:🔴 M:⚪ — No description by MemTensor (9.3k ⭐)
📄 🔷 MoonshotAI/kimi-cli 🤖🧠 R:🔴 M:⚪ — No description by MoonshotAI (8.0k ⭐)
📄 🔷 webiny-js 🤖🧠 R:🔴 M:⚪ — No description by webiny (8.0k ⭐)
📄 🔷 getsentry/XcodeBuildMCP 🤖🖱️🧠 R:🟡 M:⚪ — No description by getsentry (5.6k ⭐)
📚 🔶 QVerisAI 🤖 R:🟡 M:🟢 — Official QVeris capability routing network for AI agents — discover, inspect, and call real-world tools and data through one unified interface. by QVerisAI (242 ⭐)
📄 🔷 yichuan-w/LEANN 🤖 R:🟡 M:⚪ — No description by yichuan-w (11.4k ⭐)
📄 🔶 multica-ai/andrej-karpathy-skills 🤖 R:🟢 M:⚪ — No description by multica-ai (56.3k ⭐)
📚 🔷 AgriciDaniel/claude-seo R:🟢 M:⚪ — No description by AgriciDaniel (4.0k ⭐)
📄 🔷 vercel-labs/just-bash 🤖🧠 R:🟡 M:⚪ — No description by vercel-labs (2.9k ⭐)
📚 🔷 xpzouying/xiaohongshu-mcp R:🟢 M:⚪ — No description by xpzouying (12.6k ⭐)
📄 ⭐ web-search-mcp 🔧 R:🔴 M:⚪ — No description by mrkrsl (852 ⭐)
📚 🔶 VibeVoice R:🟢 M:⚪ — Open-Source Frontier Voice AI by microsoft (36.4k ⭐)
📄 🔷 vercel-labs/open-agents 🤖🧠 R:🟡 M:⚪ — No description by vercel-labs (2.2k ⭐)
📚 🔷 chandra R:🟢 M:⚪ — OCR model that handles complex tables, forms, handwriting with full layout. by datalab-to (8.3k ⭐)
📄 ⭐ hashicorp/terraform-mcp-server 🧠 R:🟡 M:⚪ — No description by hashicorp (1.3k ⭐)
📄 🔷 NewsBlur 🤖🧠 R:🔴 M:⚪ — No description by samuelclay (0 ⭐)
📄 🔷 cocoindex-io/cocoindex 🤖🧠 R:🔴 M:⚪ — No description by cocoindex-io (8.5k ⭐)
📚 🔷 openai/codex-plugin-cc R:🟢 M:⚪ — No description by openai (11.9k ⭐)
📄 🔷 codecompanion.nvim 🤖🧠 R:🟡 M:⚪ — No description by olimorris (6.5k ⭐)
📚 🔷 Lum1104/Understand-Anything R:🟢 M:⚪ — No description by Lum1104 (7.8k ⭐)
📚 🔷 AutoAgent R:🔴 M:🟠 — "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework" by HKUDS (9.1k ⭐)
📄 🔷 mediago 🤖🧠 R:🟡 M:⚪ — No description by caorushizi (9.0k ⭐)
📄 🔷 google/adk-go 🤖 R:🟢 M:⚪ — No description by google (7.9k ⭐)
📚 🔶 microsoft/BitNet R:🟢 M:⚪ — No description by microsoft (0 ⭐)
📚 🔷 sirmalloc/ccstatusline R:🟢 M:⚪ — No description by sirmalloc (6.7k ⭐)
📄 🔶 github/github-mcp-server 🤖 R:🟢 M:⚪ — No description by github (28.9k ⭐)
📄 🔷 Exposed 🤖 R:🟡 M:⚪ — No description by JetBrains (9.2k ⭐)
📄 🔷 vercel-labs/portless 🤖🧠 R:🟡 M:⚪ — No description by vercel-labs (7.2k ⭐)
📄 🔷 Infographic 🤖 R:🟢 M:⚪ — No description by antvis (5.1k ⭐)
📄 🔷 ripple 🤖🖱️🧠 R:🟡 M:⚪ — No description by Ripple-TS (7.0k ⭐)
📚 🔷 EricLBuehler/mistral.rs R:🟢 M:⚪ — No description by EricLBuehler (0 ⭐)
📚 🔷 matt1398/claude-devtools R:🟢 M:⚪ — No description by matt1398 (2.9k ⭐)
📄 🔷 cloudflare/agents 🧠 R:🟡 M:⚪ — No description by cloudflare (0 ⭐)
📚 ⭐ DingTalk-Real-AI/dingtalk-workspace-cli R:🟢 M:⚪ — No description by DingTalk-Real-AI (0 ⭐)
📄 🔷 open-pencil 🧠 R:🟡 M:⚪ — No description by open-pencil (4.3k ⭐)
📚 🔷 AI-Scientist-v2 R:⚫ M:🟠 — The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search by SakanaAI (4.9k ⭐)
📄 🔷 tinker-cookbook 🤖🧠 R:🟡 M:⚪ — No description by thinking-machines-lab (3.3k ⭐)
🔌 🔶 convexskills R:🟡 M:🟠 — AI agent skills and templates for building production ready apps with Convex. Patterns for queries, mutations, cron jobs, webhooks, migrations, and more. by waynesutton (388 ⭐)
📚 🔷 campfirein/byterover-cli R:🟢 M:⚪ — No description by campfirein (4.2k ⭐)
📄 🔷 cursor-talk-to-figma-mcp 🤖🧠 R:🟡 M:⚪ — No description by grab (6.7k ⭐)
📄 🔶 caffeine 🤖 R:🟡 M:⚪ — No description by ben-manes (17.7k ⭐)
📄 🔷 boneyard 🤖 R:🟡 M:⚪ — No description by 0xGF (5.7k ⭐)
📄 🔷 PromptX 🔧 R:🟡 M:⚪ — No description by Deepractice (3.7k ⭐)
📚 🔶 wavetermdev/waveterm R:🟢 M:⚪ — No description by wavetermdev (19.2k ⭐)
📄 🔷 chat-ollama 🔧 R:🟡 M:⚪ — No description by sugarforever (3.5k ⭐)
📚 🔷 netease-youdao/LobsterAI R:🟢 M:⚪ — No description by netease-youdao (4.8k ⭐)
📄 🔷 clarity 🤖 R:🟢 M:⚪ — No description by microsoft (2.6k ⭐)
⌨️ 🔶 platform-design-skills 🤖🧠 R:🟢 M:🟠 — Agent skills for building and evaluating apps against official design guidelines. 300+ actionable rules for iOS, iPadOS, macOS, watchOS, visionOS, tvOS, Android, and Web — distilled from Apple HIG, Material Design 3, and WCAG 2.2. Works with Claude Code, Codex, and any agent that supports the Agent Skills format. by ehmo (310 ⭐)
📄 🔷 acpx 🤖🧠 R:🟡 M:⚪ — No description by openclaw (2.6k ⭐)
📄 🔷 vyper 🤖 R:🟢 M:⚪ — No description by vyperlang (0 ⭐)
📄 🔷 langroid 🤖 R:🟢 M:⚪ — No description by langroid (4.0k ⭐)
📄 🔶 ida-pro-mcp 🤖 R:🟡 M:⚪ — No description by mrexodia (8.7k ⭐)
📄 🔷 KurrentDB 🤖 R:🟡 M:⚪ — No description by kurrent-io (5.8k ⭐)
📚 🔷 docker/docker-agent R:🟢 M:⚪ — No description by docker (0 ⭐)
📄 🔷 sq 🤖🧠 R:🟡 M:⚪ — No description by neilotoole (2.5k ⭐)
📄 🔷 lharries/whatsapp-mcp 🔧 R:🔴 M:⚪ — No description by lharries (5.6k ⭐)
📄 🔷 Olive 🧠 R:🟢 M:⚪ — No description by microsoft (2.3k ⭐)
📄 🔷 flash-list 🤖 R:⚫ M:⚪ — No description by Shopify (7.1k ⭐)
📚 🔷 CoderLuii/HolyClaude R:🟢 M:⚪ — No description by CoderLuii (1.9k ⭐)
📄 ⭐ browserbase/skills 🤖 R:🟡 M:⚪ — No description by browserbase (664 ⭐)
📚 🔷 nextlevelbuilder/goclaw R:🟢 M:⚪ — No description by nextlevelbuilder (0 ⭐)
📄 🔷 raycast/extensions 🤖🧠📟 R:🟢 M:⚪ — No description by raycast (7.5k ⭐)
📄 🔷 Agent-Field/agentfield 🤖🧠 R:🟡 M:⚪ — No description by Agent-Field (0 ⭐)
📄 🔷 dimensionalOS/dimos 🧠 R:🟡 M:⚪ — No description by dimensionalOS (2.9k ⭐)
📄 🔶 open-policy-agent/opa 🤖🧠 R:🟢 M:⚪ — No description by open-policy-agent (11.8k ⭐)
📄 🔷 P 🤖🖱️ R:🟡 M:⚪ — No description by p-org (3.6k ⭐)
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📄 🔷 **[HISE](ht

🎯 aiskill88 AI 点评 A 级 2026-05-23

该项目提供了一个开源的MCP工具，用于AI编程工具的自动发现和技能索引，具有潜在的应用价值，但需要进一步的开发和完善。

⚡ 核心功能

通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
提供结构化工具调用接口，显著降低 AI 集成复杂度
支持 Claude Desktop 和 Claude Code 无缝接入，开箱即用
可与其他 MCP 工具组合叠加，构建完整 AI 工作站
轻量无侵入设计，不影响现有系统架构

👥 适合人群

Claude Desktop / Claude Code 用户AI 工具开发者需要扩展 AI 能力的专业人士自动化工程师

🎯 使用场景

在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
将多个 MCP 工具组合使用，构建个人专属 AI 工作站

⚖️ 优点与不足

✅ 优点

+MIT 协议，可免费商用
+标准化 MCP 协议，生态互联性强
+与 Claude 官方生态无缝对接
+即插即用，配置简单快捷

⚠️ 不足

−依赖 Claude 客户端，非 Claude 用户无法使用
−MCP 协议仍在持续演进，接口可能变更
−需要一定的配置步骤

⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台，本页面信息基于公开数据整理，不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后，再部署至生产环境，并做好必要的安全评估。

📄 License 说明

🔗 相关工具推荐

github-mcp-server MCP工具

GitHub官方MCP服务器实现，使AI助手能直接操作GitHub仓库、问题、拉取请求等资源。采用Go语言开发，高性能稳

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ChaosEngineAI AI技能包

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natively-cluely-ai-assistant — Claude Skill 中文使用文档

免费开源的AI面试助手，实时转录，隐蔽模式，局部RAG，BYOK。无订阅，防止数据泄露。

Chroma 向量存储

Chroma 向量存储是基于MCP协议的AI工具集成，MCP协议。配置后Claude、Cursor等AI客户端可直接调用，无需额外开发，适合

CrewAI 多代理协作平台

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❓ 常见问题 FAQ

常见问题−

解答

MCP 是什么？和普通 API 有什么区别？+

我需要编程基础才能使用这个 MCP 工具吗？+

这个工具支持 Claude Code 吗？还是只有 Claude Desktop？+

MCP 工具是否会访问我的本地文件或数据？+

多个 MCP 工具可以同时使用吗？+

💡 AI Skill Hub 点评

经综合评估，开源MCP工具在MCP工具赛道中表现稳健，质量良好。如果你已有明确的使用需求，可以直接上手体验；如果还在评估阶段，建议对比同类工具后再做决策。

⬇️ 获取与下载

⬇ 下载源码 ZIP

✅ MIT 协议 · 可免费商用 · 直接从 aiskill88 服务器下载，无需跳转 GitHub

📚 深入学习开源MCP工具

查看分步骤安装教程和完整使用指南，快速上手这款工具

⚙️ 安装教程 📚 使用教程

🌐 原始信息

原始名称	`skill-of-skills`
原始描述	开源MCP工具：The autonomous discovery engine for AI coding tools. Indexes skills, plugins, MC。⭐9
Topics	`mcpai-toolsautomation`
GitHub	https://github.com/the911fund/skill-of-skills
License	MIT

🔗 原始来源

🐙 GitHub 仓库 https://github.com/the911fund/skill-of-skills 🌐 官方网站 https://skills.911fund.io/

收录时间：2026-05-23 · 更新时间：2026-05-23 · License：MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。

开源MCP工具

Skill of Skills

📖 Library & API Reference

🤖 交给 Agent 安装 · 开源MCP工具