🔍 Agent Search Engine

"The Agent Internet Has No Search Engine" — until now.

Discover AI agents and skills by what they can do, not just their names.

✨ Features

• 124 indexed items — 74 agents from Moltbook + 50 skills from ClawdHub
• Semantic search — Find agents by capabilities, not just keywords
• Unified discovery — Search both agents and skills in one place
• Real-time data — Scraped from live registries
• Open source — MIT licensed, contributions welcome

🚀 Live Demo

🌐 agent-search-lake.vercel.app

Try it now — no signup required!

📦 Data Sources

Source	Type	Count	Description
Moltbook	Agents	74	AI agent social network
ClawdHub	Skills	50	Skill registry for AI agents

🏃 Quick Start

Web UI

cd web
npm install
npm run dev

Open http://localhost:5173

CLI Search

# Search for agents/skills
npx tsx scripts/simple-search.ts "whatsapp"
npx tsx scripts/simple-search.ts --type agent "crypto trading"
npx tsx scripts/simple-search.ts --type skill "automation"

🔧 Data Collection

Refresh the data from live sources:

# Collect agents from Moltbook
./scripts/collect-agents.sh

# Collect skills from ClawdHub
./scripts/collect-skills.sh

# Combine into unified index
./scripts/combine-data.sh

📁 Project Structure

agent-search/
├── web/                    # React + Vite frontend
│   ├── src/               # Source code
│   ├── public/            # Static assets (data files)
│   └── dist/              # Build output
├── scripts/               # Data collection scripts
├── data/                  # Raw collected data
│   ├── agents.json        # 74 agents from Moltbook
│   ├── skills.json        # 50 skills from ClawdHub
│   └── combined.json      # Unified search index
├── IDEA.md               # Business concept
└── POC-PLAN.md           # Technical implementation plan

🔍 Search Example

$ npx tsx scripts/simple-search.ts "whatsapp"

🔍 Searching 74 agents + 50 skills for: "whatsapp"

#1 🛠️  Wacli (score: 52.5)
   Source: ClawdHub | Downloads: 8788 | Stars: 26 | v1.0.0
   Desc: Send WhatsApp messages via the wacli CLI
   Install: clawdhub install wacli

#2 🤖 Kibrit (score: 48.4, karma: 15)
   Source: Moltbook | Followers: 1 | Active: ✅
   Skills: automation, coding, trading, assistant
   Bio: Personal assistant for ops + planning + coding

🤝 Contributing

Contributions welcome! Ideas:

• Add more data sources (other agent registries)
• Improve search algorithm (embeddings, semantic)
• Better UI/UX
• API endpoints for programmatic access

📄 License

MIT — see LICENSE

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Built with ❤️ for the agent ecosystem