awesome-ai-agent-tools

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SUMMARY

The most comprehensive open-source library for AI agent skills, MCP servers, and agent workflows. Install via npx skills add. Works with Claude Code, OpenCode, Codex, KiloCode, Cursor, Gemini CLI, Copilot, and 30+ agents.

README.md

Awesome AI Agent Tools

The most comprehensive open-source library for AI agent skills, MCP servers, and agent workflows. 69 production-ready skill files, 66 verified MCP server configurations, 73 repeatable agent workflows. Works with Claude Code, OpenCode, Codex, Cursor, Gemini CLI, Copilot, and every major AI coding assistant.

GitHub Stars GitHub Forks Last Commit License Contributors

SKILL.md Standard MCP 2026 AI Agent Skills Awesome List


What is Awesome AI Agent Tools?

Awesome AI Agent Tools is an open-source knowledge base that teaches developers how to build with AI agents across any platform. It covers the entire AI agent ecosystem: skills (SKILL.md standard), MCP servers, agent workflows (loops), prompt engineering, and integrations with 50+ external tools.

This is not just a curated list of links. It contains actual installable components — skill files you can copy into your project, MCP server configs with install commands, and agent workflows with exact prompts and verification criteria.

Who this is for: Developers using Claude Code, OpenCode, Codex, Cursor, GitHub Copilot, Gemini CLI, Kiro, Aider, Windsurf, or any AI coding assistant. Works with Claude, GPT-4, Gemini, and open-source LLMs.

What Makes This Different

Feature Awesome AI Agent Tools Other Awesome Lists
Installable skill files 69 Links only
MCP server configs 66 Links only
Agent workflows with prompts 73 Links only
Catalogs with metadata Yes No
CI validation Yes No
Contributing templates Yes No
Cross-platform compatibility 8+ platforms Varies

Quick Start

1. Clone and Explore

git clone https://github.com/michielhdoteth/awesome-ai-agent-tools.git
cd awesome-ai-agent-tools

2. Copy Skills to Your Project

# Claude Code
cp -r skills/test-driven-development/.claude/skills/ your-project/.claude/skills/

# OpenCode
cp -r skills/test-driven-development/.opencode/skills/ your-project/.opencode/skills/

# Codex
cp -r skills/test-driven-development/.agents/skills/ your-project/.agents/skills/

3. Install an MCP Server

# Context7 - Version-pinned library documentation
npx @upstash/context7-mcp@latest

# Playwright - Browser automation
npx @anthropic-ai/mcp-server-playwright

4. Use an Agent Workflow

Copy any loop file to your project, use the prompt text as your agent instruction, and follow the verification criteria.


Browse by Category

Library Count What You Get Browse
Skills 69 Installable SKILL.md files for specific tasks skills/ - catalog.json
MCP Servers 66 Server configs with install commands mcps/ - catalog.json
Agent Loops 73 Workflows with prompts and verification loops/ - catalog.json

Skills (69 files across 9 categories)

Category Count Top Skills
Development 28 test-driven-development, systematic-debugging, code-reviewer
Productivity 14 brainstorming, writing-plans, verification-before-completion
Design 8 figma-design-to-code, multimedia-generation, playwright-automation
Content 7 cold-email, copywriting, humanizer
Testing 5 webapp-testing, agent-browser
DevOps 5 devops-infrastructure, using-git-worktrees
Marketing 3 seo-audit, content-strategy
Data 3 data-analysis, supabase-postgres-best-practices
Security 2 mcp-security, security-guidance

MCP Servers (66 servers across 16 categories)

Category Count Top Servers
Official Reference 6 Filesystem, Fetch, Memory, Sequential Thinking, Git, Brave Search
Developer Tools 8 Context7 (53K stars), MarkItDown (119K stars), GitHub MCP
Browser/Web 7 Playwright (31K stars), Firecrawl (29.7K stars), Chrome DevTools
Databases 8 PostgreSQL, Neon, Supabase, MindsDB, Redis, SQLite
Cloud Platforms 5 AWS, Cloudflare, DigitalOcean, Vercel
DevOps 5 Docker, Kubernetes, Terraform, Pulumi
Agent Orchestration 3 n8n (185K stars), Ruflo, Claude-Flow

Agent Loops (73 workflows across 7 categories)

Category Count Top Loops
Engineering 41 overnight-docs-sweep, alpha-loop, kitchenloop, autoloop
Evaluation 14 core-agentic-workflow, quality-streak-loop, multi-llm-convergence-loop
Operations 9 agent-teams, dynamic-workflows, developer-os-memory
Content 3 content-refresh-loop, seo-geo-visibility-loop
Design 6 ui-ux-score-loop, accessibility-repair-loop

Cross-Platform Compatibility

Awesome AI Agent Tools works with every major AI coding assistant:

Platform Skills MCPs Loops How to Install
Claude Code Yes Yes Yes Copy to .claude/skills/
OpenCode Yes Yes Yes Copy to .opencode/skills/
Codex Yes Yes Yes Copy to .agents/skills/
Cursor Yes Yes Yes Copy to .cursor/skills/
Gemini CLI Yes Yes Yes Copy to .gemini/skills/
Copilot Yes Yes Yes Copy to .github/skills/
Aider Yes Yes Yes Copy to .aider/skills/
Windsurf Yes Yes Yes Copy to .windsurf/skills/

All skills follow the SKILL.md open standard adopted by ~40 clients.


Notable Skills from the Community

Collection Stars Installs Description URL
Superpowers (obra) 234K 787K Full agentic development methodology github.com/obra/superpowers
UI-UX Pro Max (nextlevelbuilder) 79K - Design system and frontend patterns github.com/nextlevelbuilder/ui-ux-pro-max-skill
Awesome Claude Skills (Composio) 60K - Skills directory organized by use case github.com/ComposioHQ/awesome-claude-skills
Claude-Mem (thedotmack) 76K - Persistent memory system github.com/thedotmack/claude-mem
Vercel skills.sh - 810K+ 670K+ skills listed skills.sh
OpenAI Skills (openai) 22K - Official Codex skills catalog github.com/openai/skills

Frequently Asked Questions

What is Awesome AI Agent Tools?

Awesome AI Agent Tools is an open-source library of AI agent skills, MCP servers, and agent workflows. It works across Claude Code, OpenCode, Codex, Cursor, and every major AI coding assistant. No vendor lock-in. Unlike other awesome lists that only contain links, this repo has actual installable components.

What are Skills?

Skills are reusable instruction files (SKILL.md format) that teach AI agents how to perform specific tasks. They work across 40+ AI coding tools via the open SKILL.md standard. Copy a skill file to your project and your AI assistant automatically knows how to use it.

What are MCP servers?

MCP (Model Context Protocol) servers connect AI agents to external tools and data sources. They let agents access GitHub, databases, web search, and 50+ other services. MCP is now under the Linux Foundation and adopted by every major AI vendor (OpenAI, Google, Microsoft, Anthropic).

What are agent workflows (loops)?

Agent workflows, or loops, are repeatable AI agent patterns with built-in feedback mechanisms. Unlike one-shot prompts, loops let agents learn from results and iterate until the task is complete. Each loop includes exact prompt text, verification criteria, and source attribution.

How do I install skills?

Copy the skill directory to your agent's skills folder (.claude/skills/, .opencode/skills/, .agents/skills/, etc.). The skill auto-triggers when your task matches its description. No configuration needed.

Can I contribute?

Yes! See CONTRIBUTING.md for templates and guidelines. We accept skills, MCP servers, and loops from any source with proper attribution. All PRs are automatically validated by GitHub Actions.

How is this different from other awesome lists?

Most awesome lists are just collections of links. Awesome AI Agent Tools contains actual installable components: 69 skill files you can copy into your project, 66 MCP server configs with install commands, and 73 agent workflows with exact prompts and verification criteria. It also has catalogs with metadata for programmatic discovery and CI validation to ensure quality.


Contributing

See CONTRIBUTING.md for the full guide. Quick ways to contribute:

  • Add a skill file with proper attribution
  • Add an MCP server configuration
  • Add an agent workflow (loop)
  • Fix a broken link
  • Improve documentation

All PRs are automatically validated by GitHub Actions.

Contributors


Star History

Star History Chart

Related Projects

Project Description
obra/superpowers Full agentic development methodology (234K stars)
openai/skills Official Codex skills catalog
anthropics/skills Official Anthropic skills
mattpocock/skills Cross-platform skills collection
Forward-Future/loop-library Agent workflow patterns
agentskills.io The SKILL.md open standard
modelcontextprotocol.io Official MCP documentation
skills.sh Vercel skills marketplace
Glama.ai MCP server registry (34K+ servers)
Smithery.ai MCP server registry (4.7K+ servers)

License

MIT License - use these resources in your own projects.


Keywords: AI agent skills, agent skills library, SKILL.md, MCP servers, model context protocol, agent workflows, AI coding assistant, Claude Code skills, OpenCode skills, Codex skills, Cursor skills, agent orchestration, AI development tools, skill marketplace, agent infrastructure, vibe coding, multi-agent, AI code review, TDD workflow, prompt engineering, agent loops, AI agent tools, coding agent, agent skills standard, portable skills, cross-platform AI, awesome list, open source AI, developer tools

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