"The only skill ranking based on real agent usage, not vanity metrics."
Problem
Solution
Finding quality skills is hard
Curated directory with 35+ verified skills , auto-indexed daily
GitHub stars don't reflect real usage
Agent Feedback Loop — real usage data from AI agents
No incentive for skill authors
Points system rewards authors for every successful call
Skills scattered across GitHub
One-stop marketplace with search, filters, and categories
Featured Skills by Use Case
Web Automation and Data Extraction
Skill
Stars
Description
Use Case
Browser Use
52K
Make AI agents interact with websites using natural language
Automate form filling, web testing, data entry
Crawl4AI
42K
LLM-friendly web crawler and scraper
Extract structured data from any website
Firecrawl
28K
Turn websites into LLM-ready markdown
Build RAG pipelines, content indexing
MediaCrawler
43K
Multi-platform social media crawler
Scrape Xiaohongshu, Douyin, Bilibili, Weibo, Zhihu
WeChat Article Exporter
7.9K
Batch download WeChat articles
Export articles with reading stats, supports Docker/Cloudflare
MCP Servers (Model Context Protocol)
Skill
Stars
Description
Use Case
MCP Memory
18K
Persistent memory using knowledge graphs
Give agents long-term memory across sessions
MCP Filesystem
18K
Secure file operations with access controls
Let agents read/write files safely
Integrations and Automation
Skill
Stars
Description
Use Case
Composio
15K
250+ app connectors for AI agents
Connect agents to Slack, GitHub, Notion, etc.
Google Workspace CLI
11K
CLI for Google Workspace APIs
Automate Gmail, Docs, Calendar with agents
Skill
Stars
Description
Use Case
Cursor Rules
7.8K
Curated cursor rules for frameworks
Improve AI coding with framework-specific rules
Awesome Claude Code
25K
Tools for Claude Code workflows
Enhance Claude coding capabilities
Skill
Stars
Description
Use Case
BlockBeats Skill
-
Crypto news, market data, on-chain analytics
Track ETF flows, derivatives, macro trends via 1,500+ sources
Finance Skills
94
Options, stocks, sentiment analysis
Build trading bots, financial research agents
Claude Scientific Skills
10K
Research and scientific skills
Academic research, data analysis
Skill
Stars
Description
Use Case
DBSkill
-
Business diagnosis toolkit with 4,176 knowledge atoms
Business model analysis, competitive benchmarking, strategy consulting
Skill
Stars
Description
Use Case
ClawFeed
1.6K
AI-powered news digest from multiple sources
Curate Twitter, RSS, HackerNews, Reddit into summaries
Planning With Files
14K
Persistent markdown planning workflows
Project management with AI agents
Eigent
12K
Build custom AI workforce
Multi-agent team collaboration
The unique feature that sets us apart. Track real agent usage, not just GitHub stars.
curl -X POST https://www.openagentskill.com/api/agent/feedback \
-H " Content-Type: application/json" \
-d ' {
"skill_slug": "browser-use",
"agent_id": "claude-3.5",
"success": true,
"latency_ms": 1200
}'
# Get stats for a specific skill
curl " https://www.openagentskill.com/api/agent/feedback?skill_slug=browser-use"
# Get leaderboard (sorted by agent calls)
curl " https://www.openagentskill.com/api/agent/feedback"
{
"skill_slug" : " browser-use" ,
"total_calls" : 12847 ,
"success_rate" : 94.2 ,
"avg_latency_ms" : 850 ,
"unique_agents" : 156
}
Visit openagentskill.com/skills to explore all skills with filters by category, popularity, and trending.
Go to openagentskill.com/submit
Enter your GitHub repository URL
AI reviews your skill automatically
Approved skills appear in the directory within minutes
We automatically discover new skills from GitHub daily using 20+ search patterns:
topic:agent-skills topic:mcp-tool topic:mcp-server
topic:claude-tool topic:openai-plugin topic:langchain-tool
"awesome" "agent skills" filename:SKILL.md
Skill authors earn points for contributions:
Event
Points
Skill called successfully by an agent
+1
Skill submitted and approved
+50
Invite a new user
+100
Points unlock badges and future rewards.
Layer
Technology
Framework
Next.js 16 (App Router)
Database
Supabase (PostgreSQL + Auth)
Styling
Tailwind CSS v4
Components
shadcn/ui
Deployment
Vercel
AI Review
Vercel AI Gateway
# Clone
git clone https://github.com/Leon-Drq/openagentskill.git
cd openagentskill
# Install
pnpm install
# Setup environment
cp .env.example .env.local
# Fill in your Supabase credentials
# Run
pnpm dev
Variable
Description
NEXT_PUBLIC_SUPABASE_URL
Supabase project URL
NEXT_PUBLIC_SUPABASE_ANON_KEY
Supabase anonymous key
SUPABASE_SERVICE_ROLE_KEY
Supabase service role key (for indexer)
GITHUB_TOKEN
GitHub token for API access
app/
├── api/
│ ├── agent/feedback/ # Agent Feedback API
│ ├── indexer/ # Auto-indexer endpoints
│ └── skills/ # Skills CRUD
├── skills/ # Skills listing and detail pages
├── submit/ # Skill submission flow
└── profile/ # User profile and points
lib/
├── indexer/ # GitHub auto-discovery
├── ai-review/ # AI-powered skill review
└── db/ # Database queries
Contributions are welcome! See CONTRIBUTING.md for guidelines.
Ways to contribute:
Submit your skills to the directory
Report bugs or suggest features via Issues
Improve documentation
Add new integrations
MIT License — see LICENSE