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MCP & tools

9,019 rows, by stacks then stars

747 of these skill files have been read, by 638 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid

  • Go mcp server generator

    github/awesome-copilot/skills/go-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Integrate context matic

    github/awesome-copilot/skills/integrate-context-matic Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Java mcp server generator

    github/awesome-copilot/skills/java-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Kotlin mcp server generator

    github/awesome-copilot/skills/kotlin-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp cli

    github/awesome-copilot/skills/mcp-cli Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp copilot studio server generator

    github/awesome-copilot/skills/mcp-copilot-studio-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp create adaptive cards

    github/awesome-copilot/skills/mcp-create-adaptive-cards Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp create declarative agent

    github/awesome-copilot/skills/mcp-create-declarative-agent Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp deploy manage agents

    github/awesome-copilot/skills/mcp-deploy-manage-agents Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp implementation security review

    github/awesome-copilot/skills/mcp-implementation-security-review Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Mcp security audit

    github/awesome-copilot/skills/mcp-security-audit Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Onboard context matic

    github/awesome-copilot/skills/onboard-context-matic Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Php mcp server generator

    github/awesome-copilot/skills/php-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Power platform mcp connector suite

    github/awesome-copilot/skills/power-platform-mcp-connector-suite Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Python mcp server generator

    github/awesome-copilot/skills/python-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Ruby mcp server generator

    github/awesome-copilot/skills/ruby-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Rust mcp server generator

    github/awesome-copilot/skills/rust-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Secret scanning

    github/awesome-copilot/skills/secret-scanning Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Swift mcp server generator

    github/awesome-copilot/skills/swift-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Typescript mcp server generator

    github/awesome-copilot/skills/typescript-mcp-server-generator Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Workiq copilot

    github/awesome-copilot/skills/workiq-copilot Skill

    37,062★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Bgpt paper search

    K-Dense-AI/scientific-agent-skills/skills/bgpt-paper-search Skill

    31,853★ repo

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 170,000+ scientists worldwide. 154 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

  • Genomic intelligence

    K-Dense-AI/scientific-agent-skills/skills/genomic-intelligence Skill

    31,853★ repo

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 170,000+ scientists worldwide. 154 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

  • Markitdown

    K-Dense-AI/scientific-agent-skills/skills/markitdown Skill

    31,853★ repo

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 170,000+ scientists worldwide. 154 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

  • Tamarind

    K-Dense-AI/scientific-agent-skills/skills/tamarind Skill

    31,853★ repo

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 170,000+ scientists worldwide. 154 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

  • Add ollama tool

    nanocoai/nanoclaw/.claude/skills/add-ollama-tool Skill

    30,378★ repo

    A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

  • Mcp server builder

    alirezarezvani/claude-skills/.gemini/skills/mcp-server-builder Skill

    23,248★ repo

    345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.

  • Mcp server builder

    alirezarezvani/claude-skills/engineering/skills/mcp-server-builder Skill

    23,248★ repo

    345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.

  • Auto review loop llm

    wanshuiyin/Auto-claude-code-research-in-sleep/skills/auto-review-loop-llm Skill

    13,889★ repo

    ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

  • Auto review loop llm

    wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/auto-review-loop-llm Skill

    13,889★ repo

    ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

  • Atlassian mcp

    Jeffallan/claude-skills/skills/atlassian-mcp Skill

    10,742★ repo

    66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

  • Mcp developer

    Jeffallan/claude-skills/skills/mcp-developer Skill

    10,742★ repo

    66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

  • Mcp builder

    jnMetaCode/superpowers-zh/skills/mcp-builder Skill

    7,246★ repo

    🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活

  • Chrome mcp troubleshooting

    trailofbits/skills/plugins/claude-in-chrome-troubleshooting/skills/chrome-mcp-troubleshooting Skill

    6,276★ repo

    Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows

  • Cua driver

    ThinkInAIXYZ/deepchat/plugins/cua/vendor/cua-driver/source/Skills/cua-driver Skill

    6,159★ repo

    🐬DeepChat - A smart assistant that connects powerful AI to your personal world

  • Mcp builder

    ThinkInAIXYZ/deepchat/resources/skills/mcp-builder Skill

    6,159★ repo

    🐬DeepChat - A smart assistant that connects powerful AI to your personal world

  • Cc workflow ai editor

    breaking-brake/cc-wf-studio/.github/skills/cc-workflow-ai-editor Skill

    no license5,347★ repo

    CC Workflow Studio

  • Cc workflow ai editor

    breaking-brake/cc-wf-studio/.roo/skills/cc-workflow-ai-editor Skill

    no license5,347★ repo

    CC Workflow Studio

  • Mcp csharp create

    dotnet/skills/plugins/dotnet-ai/skills/mcp-csharp-create Skill

    4,776★ repo

    Repository for skills to assist AI coding agents with .NET and C#

  • Mcp csharp publish

    dotnet/skills/plugins/dotnet-ai/skills/mcp-csharp-publish Skill

    4,776★ repo

    Repository for skills to assist AI coding agents with .NET and C#

  • Mcp csharp test

    dotnet/skills/plugins/dotnet-ai/skills/mcp-csharp-test Skill

    4,776★ repo

    Repository for skills to assist AI coding agents with .NET and C#

  • Mcp chaining

    parcadei/Continuous-Claude-v3/.claude/skills/mcp-chaining Skill

    3,882★ repo

    Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

  • Mcp scripts

    parcadei/Continuous-Claude-v3/.claude/skills/mcp-scripts Skill

    3,882★ repo

    Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

  • Template MCP Server

    microsoft/mcp/com.microsoft/template-server-name MCP server

    3,521★ repo

    Template MCP server example.

  • Mcp integration

    brycewang-stanford/Auto-Empirical-Research-Skills/skills/33-Galaxy-Dawn-claude-scholar/skills/mcp-integration Skill

    no license3,315★ repo

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

  • Auto review loop llm

    brycewang-stanford/Auto-Empirical-Research-Skills/skills/42-wanshuiyin-ARIS/skills/auto-review-loop-llm Skill

    no license3,315★ repo

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

  • Auto review loop llm

    brycewang-stanford/Auto-Empirical-Research-Skills/skills/42-wanshuiyin-ARIS/skills/skills-codex/auto-review-loop-llm Skill

    no license3,315★ repo

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

  • Zotero mcp guide

    brycewang-stanford/Auto-Empirical-Research-Skills/skills/43-wentorai-research-plugins/skills/writing/citation/zotero-mcp-guide Skill

    no license3,315★ repo

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

  • Aer statspai

    brycewang-stanford/Auto-Empirical-Research-Skills/skills/50-brycewang-aer-skills/skills/aer-statspai Skill

    no license3,315★ repo

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

  • Funda data

    himself65/finance-skills/plugins/data-providers/skills/funda-data Skill

    3,132★ repo

    A collection of skills for AI financial analysis.

  • Hunt llm ai

    elementalsouls/Claude-BugHunter/skills/hunt-llm-ai Skill

    no license3,122★ repo

    A Claude Code skill bundle for bug hunting and external red-team work - 82 skills, 15 slash commands, 681 disclosed-report patterns curated across 24 core vulnerability classes, plus enterprise identity + infrastructure attack matrices.

  • Azure ai voicelive py

    microsoft/skills/.github/plugins/azure-sdk-python/skills/azure-ai-voicelive-py Skill

    2,824★ repo

    Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

  • Ui widget developer

    microsoft/skills/.github/plugins/microsoft-365-agents-toolkit/skills/ui-widget-developer Skill

    2,824★ repo

    Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

  • Mcp builder

    microsoft/skills/.github/skills/mcp-builder Skill

    2,824★ repo

    Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

  • Golang gopls

    samber/cc-skills-golang/skills/golang-gopls Skill

    2,749★ repo

    🧑‍🎨 A collection of Golang agentic skills that works

  • Golang pkg go dev

    samber/cc-skills-golang/skills/golang-pkg-go-dev Skill

    2,749★ repo

    🧑‍🎨 A collection of Golang agentic skills that works

  • Nemoclaw user guide

    NVIDIA/skills/skills/nemoclaw-user-guide Skill

    2,686★ repo

    Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

  • Vss query analytics

    NVIDIA/skills/skills/vss-query-analytics Skill

    2,686★ repo

    Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

  • Mcp integration

    foryourhealth111-pixel/Vibe-Skills/bundled/skills/mcp-integration Skill

    2,656★ repo

    VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.

  • Scrapling

    foryourhealth111-pixel/Vibe-Skills/bundled/skills/scrapling Skill

    2,656★ repo

    VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.