agentleFS
michielhdotethmichielhdoteth/awesome-ai-agent-tools/SKILL.md

awesome-ai-agent-tools

Skill62 starsChanged 3 months agoCC0-1.0View on GitHub

Install and manage AI agent skills, MCP servers, and agent workflows from the Awesome AI Agent Tools collection. Use this when the user wants to install skills, set up MCP servers, browse agent workflows, or explore the AI agent tool ecosystem. Supports Claude Code, Cursor, Codex, OpenCode, Gemini CLI, Copilot, and 30+ agents.

  • In this repository2 other files it gives its agents.

The file

We split this skill into the rules it gives an agent

10 rules. About 0 are common, 8 are distinctive, and 2 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈8

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    When the user wants to install AI agent skills

    line 24
  2. Distinctive:

    When the user wants to set up MCP servers

    line 25
  3. Distinctive:

    When the user wants to browse or use agent workflows

    line 26
  4. Distinctive:

    When the user asks about AI agent tools, skills, or MCPs

    line 27
  5. Distinctive:

    When the user wants to explore the AI development ecosystem

    line 28
  6. Very specific:

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

    line 151
  7. Distinctive:

    Always verify a skill/MCP before recommending it

    line 204
  8. Distinctive:

    Prefer official or well-maintained sources

    line 205
  9. Very specific:

    Follow the SKILL.md standard for new skills

    line 207
  10. Distinctive:

    When installing resources, confirm:

    line 212

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Awesome AI Agent Tools

Installable AI agent components for coding assistants: skills, MCP servers, agent workflows, subagents, hooks, plugins, prompts, and CLI tools.

What This Skill Does

This skill teaches you how to install and use resources from the Awesome AI Agent Tools collection. It covers three types of resources:

  1. Skills - Reusable SKILL.md instruction sets for specific tasks
  2. MCP Servers - Model Context Protocol servers for tool integration
  3. Agent Loops - Repeatable patterns with prompts and verification

When to Use

  • When the user wants to install AI agent skills
  • When the user wants to set up MCP servers
  • When the user wants to browse or use agent workflows
  • When the user asks about AI agent tools, skills, or MCPs
  • When the user wants to explore the AI development ecosystem

Installation Methods

Method 1: Install via skills.sh CLI (Recommended)

The fastest way to install skills from this collection:

# Install all skills from this repo
npx skills add michielhdoteth/awesome-ai-agent-tools

# Install a specific skill
npx skills add michielhdoteth/awesome-ai-agent-tools --skill test-driven-development

# Search for skills by keyword
npx skills find "debugging"

# List installed skills
npx skills list

# Update all installed skills
npx skills update

Method 2: Install via add-mcp CLI

For MCP servers, use the Neon add-mcp tool:

# Install a specific MCP server
npx add-mcp <url-or-package>

# Examples:
npx add-mcp https://mcp.neon.tech/mcp
npx add-mcp @upstash/context7-mcp
npx add-mcp @anthropic-ai/mcp-server-playwright

# Search for available servers
npx add-mcp find

# List supported agents
npx add-mcp list-agents

# Install for a specific agent
npx add-mcp -a cursor <url-or-package>

# Install globally
npx add-mcp -g <url-or-package>

# Skip prompts
npx add-mcp -y <url-or-package>

Method 3: Clone and Copy

# Clone the full collection
git clone https://github.com/michielhdoteth/awesome-ai-agent-tools.git
cd awesome-ai-agent-tools

# Copy skills to your project
cp -r skills/test-driven-development/.claude/skills/ your-project/.claude/skills/
cp -r skills/test-driven-development/.opencode/skills/ your-project/.opencode/skills/
cp -r skills/test-driven-development/.agents/skills/ your-project/.agents/skills/

Browsing Resources

Browse by category. Counts are deliberately omitted here because they change on every merge; the authoritative counts are in each catalog.json.

Skills by Category

CategoryTop Skills
Developmenttest-driven-development, systematic-debugging, code-reviewer
Productivitybrainstorming, writing-plans, verification-before-completion
Designfigma-design-to-code, multimedia-generation, playwright-automation
Contentcold-email, copywriting, humanizer
Testingwebapp-testing, agent-browser
DevOpsdevops-infrastructure, using-git-worktrees
Marketingseo-audit, content-strategy
Datadata-analysis, supabase-postgres-best-practices
Securitymcp-security, security-guidance

MCP Servers by Category

CategoryTop Servers
Official ReferenceFilesystem, Fetch, Memory, Sequential Thinking, Git, Brave Search
Developer ToolsContext7, MarkItDown, GitHub MCP
Browser/WebPlaywright, Firecrawl
DatabasesPostgreSQL, Neon, Supabase, MindsDB, Redis
Cloud PlatformsAWS, Cloudflare, DigitalOcean, Vercel
DevOpsDocker, Kubernetes, Terraform, Pulumi
Agent Orchestrationn8n, Ruflo, Claude-Flow

Agent Loops by Category

CategoryTop Loops
Engineeringovernight-docs-sweep, alpha-loop, kitchenloop, autoloop
Evaluationcore-agentic-workflow, quality-streak-loop
Operationsagent-teams, dynamic-workflows, developer-os-memory
Contentcontent-refresh-loop, seo-geo-visibility-loop
Designui-ux-score-loop, accessibility-repair-loop

Cross-Platform Compatibility

This collection works with every major AI coding assistant:

PlatformSkills PathMCP Support
Claude Code.claude/skills/Yes
OpenCode.opencode/skills/Yes
Codex.agents/skills/Yes
Cursor.cursor/skills/Yes
Gemini CLI.gemini/skills/Yes
Copilot.github/skills/Yes
Aider.aider/skills/Yes
Windsurf.windsurf/skills/Yes

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

Quick Install Commands

Popular Skills

# TDD workflow
npx skills add michielhdoteth/awesome-ai-agent-tools --skill test-driven-development

# Systematic debugging
npx skills add michielhdoteth/awesome-ai-agent-tools --skill systematic-debugging

# Code review
npx skills add michielhdoteth/awesome-ai-agent-tools --skill code-reviewer

# Brainstorming
npx skills add michielhdoteth/awesome-ai-agent-tools --skill brainstorming

# Writing plans
npx skills add michielhdoteth/awesome-ai-agent-tools --skill writing-plans

Popular MCP Servers

# Context7 - Version-pinned library docs
npx add-mcp @upstash/context7-mcp

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

# Neon - Serverless Postgres
npx add-mcp https://mcp.neon.tech/mcp

# GitHub - Issues, PRs, code search
npx add-mcp @anthropic-ai/mcp-server-github

Catalog Files

For programmatic discovery, use the JSON catalogs:

  • skills/catalog.json - skills with metadata
  • mcps/catalog.json - MCP servers with install commands
  • loops/catalog.json - agent workflows with prompts

Contributing

To add resources to this collection, see contributing.md.

Rules

  • Always verify a skill/MCP before recommending it
  • Prefer official or well-maintained sources
  • Check cross-platform compatibility
  • Follow the SKILL.md standard for new skills
  • Attribute all sources properly

Output Format

When installing resources, confirm:

  1. What was installed (name, type)
  2. Where it was installed (path)
  3. How to use it (next steps)
  4. Any configuration needed

References

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

Reviews can't be read right now.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.