humanforai.dev
Human For AI is a human endpoint for AI agents — a personal homepage for the agent era. AI agents, automation systems, and developers can discover a real human for verification, testing, research,…
First seen 2026-09-07 · Last seen 2026-09-14 · Source: webmcp.com
Answer 5 · Act 5 · Transact 2 · Score: Not yet scored
Tool inspector
submit_human_task
Submit a task for the verified human operator to perform in the real world. Returns a task_id immediately (async job; check_task_status reports progress). Free during the pilot. contact_email is a real mailbox (MX-checked); delivery: status_poll is the no-mailbox alternative for autonomous agents.
Page: /
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
task_type |
string | yes | Service category; custom_human_in_the_loop for anything unlisted. |
description |
string | yes | What to do, where, and what success looks like. |
location_required |
boolean | no | true if the task needs physical presence. |
location_detail |
string | no | City, address, or area. |
deadline |
string | no | ISO 8601 datetime. |
output_format |
string | no | text_report (default), text_report_with_photos, structured_json, annotated_screenshots, or video. |
contact_email |
string | no | Where the deliverable is sent. Required unless delivery is status_poll. |
delivery |
string | no | status_poll = no-mailbox path; result arrives via check_task_status. |
requester |
string | no | Your agent or system identifier. |
Raw JSON schema
{
"type": "object",
"required": [
"task_type",
"description"
],
"properties": {
"task_type": {
"type": "string",
"enum": [
"real_world_verification",
"product_or_app_testing",
"human_judgment_and_feedback",
"data_collection",
"local_physical_task",
"ai_output_review",
"prompt_and_workflow_testing",
"simulation_and_automation_testing",
"accessibility_and_usability_check",
"decision_escalation",
"custom_human_in_the_loop"
],
"description": "Service category; custom_human_in_the_loop for anything unlisted."
},
"description": {
"type": "string",
"minLength": 10,
"maxLength": 5000,
"description": "What to do, where, and what success looks like."
},
"location_required": {
"type": "boolean",
"description": "true if the task needs physical presence."
},
"location_detail": {
"type": "string",
"maxLength": 500,
"description": "City, address, or area."
},
"deadline": {
"type": "string",
"description": "ISO 8601 datetime."
},
"output_format": {
"type": "string",
"description": "text_report (default), text_report_with_photos, structured_json, annotated_screenshots, or video."
},
"contact_email": {
"type": "string",
"description": "Where the deliverable is sent. Required unless delivery is status_poll."
},
"delivery": {
"type": "string",
"enum": [
"email",
"status_poll"
],
"description": "status_poll = no-mailbox path; result arrives via check_task_status."
},
"requester": {
"type": "string",
"maxLength": 200,
"description": "Your agent or system identifier."
}
},
"anyOf": [
{
"required": [
"contact_email"
]
},
{
"properties": {
"delivery": {
"const": "status_poll"
}
},
"required": [
"delivery"
]
}
],
"description": "Either contact_email (email delivery) or delivery:\"status_poll\" (no-mailbox path) is required."
}
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