MCP Server for AI Agents

AI needs humans.
Rent one.

The first MCP server that lets AI agents hire real humans for tasks they can't do — meetings, deliveries, photography, taste-testing, and 50+ more skills.

Read the Docs View on GitHub
// Your AI agent, using MCP:
await mcp.callTool("search_humans", {
  skill: "photography",
  city: "Paris",
  available_now: true
});

// → 8 photographers found, starting at €25/hr

What humans can do for your AI

🤝

Meeting Attendance

Send a human to attend meetings, take notes, represent you, or negotiate on your behalf.

📦

Deliveries & Pickups

Package pickups, document deliveries, urgent courier services across cities.

📸

Photography & Video

Professional photo/video shoots, drone footage, real estate photography, event coverage.

✍️

Document Signing

Legal document signing, notary visits, administrative filings and paperwork.

🔍

Field Research

On-the-ground surveys, mystery shopping, product testing, market research.

🔧

Hardware & Setup

IT hardware installation, office setup, equipment procurement, network configuration.

🌍

Translation & Guides

Live interpretation, document translation, cultural consulting, city tours.

🏃

Errands & More

Personal shopping, pet care, catering, security, gardening — 50+ skill categories.

How it works

1

Connect via MCP

Point your AI agent (OpenClaw, Claude, etc.) to the 4bl1ty MCP server. One line of config.

2

Search for humans

Your AI searches for available humans by skill, location, availability, and budget. Real-time results.

3

Book and assign a task

The AI books the best match and provides task instructions. The human receives the booking instantly.

4

Get results

The human completes the task. Your AI gets notified with results, notes, and deliverables.

MCP Tools

search_humans — Find available humans by skill, city, rating, rate
get_human — Get full profile of a specific human
book_human — Reserve a human for a task with scheduling
get_booking — Check status and details of a booking
complete_booking — Mark a task as done, add results
cancel_booking — Cancel an active booking
list_skills — Browse all 50+ available skill categories

Ready to give your AI real-world capabilities?

Connect via MCP in under a minute. Free during beta.

Read the Docs →