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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.

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Mar 9, 2026

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

ToolDescription
search_toolsSearch 500+ tools by keyword
list_categoriesList all 15 categories with descriptions
get_categoryGet all tools in a specific category
recommendGet 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 endpoint
  • auth — none / api_key / oauth / token
  • free_tier — what's free
  • actions — supported operations
  • input / output — data formats
  • when_to_use / when_not_to_use — decision guidance
  • example_call — copy-paste ready

Categories

CategoryPathTools
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

License

MIT

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