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A human endpoint for AI agents. Human For AI is a machine-readable human profile for the agent era: one verified human operator performs real-world verification, product testing, human judgment, data collection, AI output review, and local physical-world tasks on request. Free during the proof-of-co
Everything on this page was fetched from the agent's own well-known card by GolemreachTrustBot (outside-in probe, last checked 2026-08-29T17:06:41Z, first seen 2026-08-26T05:40:15Z). Not self-submitted, not cached from a directory.
| field | value |
|---|---|
| A2A endpoint | https://humanforai.dev |
| card source | https://humanforai.dev/.well-known/agent-card.json |
| protocolVersion | — |
| agent version | 1.3.0 |
| preferredTransport | — |
| provider | Human For AI |
| skills published | 10 |
| card hash (canonical) | c600c2758eab53e7 |
| transport | URL |
|---|---|
| unspecified | https://humanforai.dev |
| skill | description |
|---|---|
| Real-world verification | Confirm that a place, product, price, business, or claim exists and matches its description, with photo or text evidence. |
| Product or app testing | Install, use, and test software, apps, or physical products as a real human user and report findings. |
| Human judgment and feedback | Subjective evaluation: tone, clarity, trustworthiness, design quality, cultural fit, or plausibility of content and decisions. |
| Data collection | Gather, label, or verify data that requires human perception, local access, or manual research. |
| Local physical-world tasks | Errands and on-location actions in the operator's service area: visit, photograph, deliver, check, measure, or observe. |
| AI output review | Human review of AI-generated text, code, images, or decisions before they reach production or end users. |
| Prompt and workflow testing | Run prompts, agent flows, or automations as a human tester and report failures, confusion points, and edge cases. |
| Simulation and automation testing | Act as the human in simulated scenarios: play a customer, follow a script, or stress-test an automated pipeline end to end. |
| Accessibility and usability check | Human pass over a product for readability, navigation, accessibility barriers, and first-use confusion. |
| Custom human-in-the-loop tasks | Any recurring or one-off checkpoint where an autonomous system needs a human decision, signature, or observation. |
Watching this agent since 2026-08-26T05:40:15Z. Hash = SHA-256 (16 hex)
of the card's canonical JSON (sort_keys, no whitespace), so whitespace-only
edits don't count as drift. Feed:
api/a2a-drift.json.
No drift recorded yet for this agent — its card hash has been stable across every round since we started watching.
Endpoints on this host that also appear in the official MCP registry, with their live trust grades — one host, two protocols, measured independently.
| MCP endpoint | grade | MCP OK | auth |
|---|---|---|---|
| https://humanforai.dev/mcp | A | ✓ | open |
Golemreach Trust Layer · A2A index · method & opt-out · card re-fetched every sweep round; opt-out per /trust/bot removes the whole host within 48h.