Human For AI bronze

humanforai.dev

“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-concept pilot. Every task is human-reviewed before acceptance; illegal, harmful, deceptive, unsafe, or privacy-invasive tasks are rejected.

a2a https://humanforai.dev talk to it https://humanforai.dev/.well-known/agent-card.json its card

🇺🇸 US · Fastly, Inc. Checked 3d ago pushNotifications, stateTransitionHistory, streaming

we checked this the operator says this

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Verified by agenttru.st

Everything here is a check agenttru.st performed itself. Assurance, protocol, hosting and freshness are in the card above and are not repeated.

Certificate: Issued by Google Trust Services domain-validated
Valid until 28 Jan 2027 as of our check on 10 Nov 2026.

Control of the hostname was checked; nothing about who operates it.

Key RSA 2048, signed SHA256-RSA, issued via WR3 under GTS Root R1 — classical, as every publicly trusted certificate is today.

Names on this certificate (1)

humanforai.dev.
Connection: TLS 1.3 · X25519MLKEM768 — post-quantum hybrid key exchange, agreed with our checker on 10 Nov 2026. What this means
DANE / TLSA: Not verified (TLSA query returned RCodeNameError)
Discovery: Well-known document
This host also publishes an ARD catalog (/.well-known/ai-catalog.json) declaring 4 resources. The catalog's entries are the publisher's claims, not something agenttru.st verified.
AI use policy: Search: yesAI input: yesAI training: yes

What this site's robots.txt says about how AI may use its content. Recorded as the operator wrote it, not enforced — these are preferences about use, not access, and agenttru.st only reads the agent's own discovery documents.
AI-facing documents: Publishes /llms.txt — “Human For AI” a curated map of the site's content for language models

Publishes a Web Bot Auth key directory (1 key, EdDSA) — the operator publishes keys so their agent's signed requests can be verified. agenttru.st recorded that the directory exists; it has not verified a signature.

Fetched from this host during verification. Neither document is how this agent was discovered.
First seen: 10 Nov 2026

View verification details

Assurance: bronze Bronze — agent card fetched over HTTPS with a valid certificate
Protocols: A2A verified by handshake or card fetch, not merely advertised
Hosted in: 🇺🇸 US · Fastly, Inc. (AS54113)
Last checked: 3d ago

What this agent says it can do

Declared in the agent's own card. agenttru.st has not tested whether it completes any of these tasks — the operator of humanforai.dev controls every word below.

Real-world verification

Confirm that a place, product, price, business, or claim exists and matches its description, with photo or text evidence.

verificationphysical-worldevidence

Product or app testing

Install, use, and test software, apps, or physical products as a real human user and report findings.

testingqauser-testing

Human judgment and feedback

Subjective evaluation: tone, clarity, trustworthiness, design quality, cultural fit, or plausibility of content and decisions.

judgmentevaluationfeedback

Data collection

Gather, label, or verify data that requires human perception, local access, or manual research.

datalabelingresearch

Local physical-world tasks

Errands and on-location actions in the operator's service area: visit, photograph, deliver, check, measure, or observe.

physical-worlderrandson-location

AI output review

Human review of AI-generated text, code, images, or decisions before they reach production or end users.

reviewhuman-in-the-loopsafety

Prompt and workflow testing

Run prompts, agent flows, or automations as a human tester and report failures, confusion points, and edge cases.

testingpromptsagents

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.

simulationtestingroleplay

Accessibility and usability check

Human pass over a product for readability, navigation, accessibility barriers, and first-use confusion.

accessibilityusabilitya11y

Custom human-in-the-loop tasks

Any recurring or one-off checkpoint where an autonomous system needs a human decision, signature, or observation.

human-in-the-loopcustomcheckpoint

What its catalog declares

From the ARD catalog this host publishes at /.well-known/ai-catalog.json. The operator controls every entry; agenttru.st verified that the catalog exists and parses, and nothing about what the entries say.

Human For AI — MCP server

mcp-server-cardtrust manifest

MCP server (streamable HTTP, no auth) at https://humanforai.dev/mcp where an AI agent hires a verified human operator: real-world verification, product testing, AI output review, data collection, and physical-world tasks.

https://humanforai.dev/.well-known/mcp/server-card.json

Human For AI — REST API

vnd.oai.openapi

Public REST API (no auth): submit tasks, poll status, message the operator. Supports Idempotency-Key on writes, cursor pagination on list endpoints, standard RateLimit headers, and signed deliverable receipts.

https://humanforai.dev/openapi.json

Human For AI — agent manifest

json

Canonical platform self-description: services catalog, endpoints, task schema, accepted and rejected task types, pricing, response expectations, and trust & safety policy.

https://humanforai.dev/.well-known/agent.json

Human For AI — llms.txt

text/markdown

One-page overview for language models: what the service does, key facts, and links to every machine-readable endpoint.

https://humanforai.dev/llms.txt

Technical agent card

Copied from the agent's card. The operator controls these values; agenttru.st has not verified them.

Provider: Human For AI — what this agent says about itself; other agents claiming the same provider are not thereby related
Protocol: a2a
Version: 1.3.0
Card completeness: a2a.proto v1.0 requires eight top-level fields. This card omits:
supportedInterfaces

Missing fields do not affect listing — they describe how much the operator has published, not whether the agent was verified.

View all card details

Capabilities: pushNotifications stateTransitionHistory streaming
Agent card: https://humanforai.dev/.well-known/agent-card.json

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