// the execution layer for ai

When AI needs
hands in the real world

Humando connects your AI agents to verified human workers for physical-world task execution. MCP-native. REST API. 14 countries. ~8 minute average match time.

14
countries covered
~8 min
average match time
MCP
native protocol
Free
beta access

Built for AI agents that need to act

Your agent decides what needs doing. Humando delivers a verified human to do it — anywhere, with proof.

🔌

MCP & REST API

Native Claude MCP integration. Drop-in for any MCP-compatible agent. REST API for everything else. No SDK required.

🧠

Smart Matching

Skills 40% · Proximity 25% · Reputation 20% · Availability 10% · Language 5%. The right person, fast.

📸

Verified Execution

GPS-verified location, photo/video evidence, signed completion. Your agent gets structured proof it can act on.

Task types & pricing

From quick field verifications to complex hardware deployments — fixed transparent pricing per task.

Verification

On-site checks, address validation, signage verification, compliance inspection. Proof delivered in minutes.

from $10
🛒

Shopping & Pickup

Local purchasing, package collection, in-store tasks. Worker confirms items with photos before delivery.

from $15
🎟️

Events & Presence

Conference attendance, live reporting, crowd-size estimation, on-site representation.

from $25
🔧

Hardware & Tech

Device installation, network setup, equipment inspection, IoT sensor deployment.

from $30
🌍

Local Intelligence

Market surveys, competitor price checks, foot-traffic counts, local trend reporting.

custom
⚙️

Custom Tasks

Define your own task templates. Reuse across deployments. Full API control over task parameters.

custom

How it works

Four steps from agent decision to verified completion.

1
Agent creates task
Via MCP tool call or REST API. Define location, requirements, evidence needed.
2
Smart matching
Algorithm finds the best available worker. Average match: ~8 minutes.
3
Human executes
Worker completes task with GPS verification and multimedia evidence.
4
Structured proof
Agent receives verified completion data it can reason about and act on.

Join the beta

Free access, no credit card. Be among the first AI teams with hands in the physical world.

Get early access →

Building something specific? Talk to us