agent101-mcp
Search and discover 500+ tools, APIs, and services for AI agents. Browse 15 categories, get recommendations, and access structured metadata including auth methods, free tiers, and example calls.
README
agent101-mcp
MCP server for agent101 — an open directory of 500+ tools, APIs, and services for AI agents.
What it does
Gives any MCP-compatible agent (Claude, GPT, Cursor, etc.) access to agent101's tool directory. Agents can search, browse, and get recommendations for the right tool for any task.
Tools
| Tool | Description |
|---|---|
search_tools |
Search 500+ tools by keyword |
list_categories |
List all 15 categories with descriptions |
get_category |
Get all tools in a specific category |
recommend |
Get tool recommendations for a task description |
Quick Start
Using npx (recommended)
{
"mcpServers": {
"agent101": {
"command": "npx",
"args": ["-y", "agent101-mcp"]
}
}
}
Using Docker
docker build -t agent101-mcp .
docker run -p 3101:3101 agent101-mcp
Manual
git clone https://github.com/rachelsu-blip/agent101-mcp.git
cd agent101-mcp
pip install -r requirements.txt
python server.py
How it works
The server fetches tool listings from agent101.ventify.ai at startup and caches them. Each tool entry includes structured metadata:
url— API endpointauth— none / api_key / oauth / tokenfree_tier— what's freeactions— supported operationsinput/output— data formatswhen_to_use/when_not_to_use— decision guidanceexample_call— copy-paste ready
Categories
| Category | Path | Tools |
|---|---|---|
| Find Information | /search/ | Tavily, Exa, Jina Reader, Firecrawl |
| Write & Run Code | /code/ | E2B, Modal, GitHub, Docker |
| Send Messages | /communication/ | Resend, Twilio, Slack, Telegram |
| Store Data | /data/ | Pinecone, Supabase, Upstash |
| AI Models | /ai-services/ | Anthropic, OpenAI, Groq, DeepSeek |
| Browse Web | /browser/ | Browser Use, Browserbase, Playwright |
| Payments | /payments/ | Stripe, Coinbase AgentKit, x402 |
| Files & Docs | /files/ | S3, R2, Unstructured, Veryfi |
| Social Media | /social/ | Twitter, Postiz, TikHub |
| People & Companies | /people/ | Hunter.io, Apollo, Clearbit |
| Real-Time Data | /realtime/ | NewsAPI, yfinance, Open-Meteo |
| Apps & Services | /apps/ | Notion, HubSpot, Linear, Shopify |
| Identity & Auth | /auth/ | Composio, Nango, Auth0 |
| Maps & Location | /maps/ | Google Maps, Nominatim, Overpass |
| Memory & Orchestration | /memory/ | Mem0, LangGraph, n8n, Dify |
Links
- Directory: https://agent101.ventify.ai
- API: https://agent101.ventify.ai/api/search?q={query}
- Skill file: https://agent101.ventify.ai/skill.md
License
MIT
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