{
  "$comment": "Agentic Resource Discovery catalog (agenticresourcediscovery.org). One place that lists every agentic resource this domain offers: the MCP server, the REST API, and the machine-readable docs.",
  "specVersion": "0.91",
  "publisher": "humanforai.dev",
  "updatedAt": "2026-08-29T00:00:00Z",
  "entries": [
    {
      "identifier": "urn:air:humanforai.dev:server:human-for-ai",
      "displayName": "Human For AI — MCP server",
      "type": "application/mcp-server-card+json",
      "url": "https://humanforai.dev/.well-known/mcp/server-card.json",
      "description": "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.",
      "version": "1.8.0",
      "tags": ["human-in-the-loop", "mcp", "real-world", "verification"],
      "representativeQueries": [
        "hire a human to verify a store price in the real world",
        "get a human to test my app and report findings",
        "have a human review this AI-generated output",
        "send a human to check whether this business location exists"
      ],
      "capabilities": [
        "real_world_verification",
        "product_or_app_testing",
        "ai_output_review",
        "data_collection",
        "local_physical_task",
        "custom_human_in_the_loop"
      ],
      "trustManifest": {
        "identity": "https://humanforai.dev/.well-known/jwks.json",
        "trustSchema": {
          "governanceUri": "https://humanforai.dev/trust",
          "verificationMethods": [
            "https://humanforai.dev/.well-known/jwks.json",
            "https://smithery.ai/servers/humanforai/humanforai",
            "https://www.npmjs.com/package/humanforai",
            "https://pypi.org/project/humanforai/",
            "https://pkg.go.dev/github.com/humanforai/humanforai-go",
            "https://github.com/humanforai/humanforai-mcp"
          ]
        },
        "attestations": []
      }
    },
    {
      "identifier": "urn:air:humanforai.dev:api:rest-v1",
      "displayName": "Human For AI — REST API",
      "type": "application/vnd.oai.openapi+json",
      "url": "https://humanforai.dev/openapi.json",
      "description": "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.",
      "version": "1.9.0",
      "tags": ["rest", "openapi", "human-in-the-loop"],
      "representativeQueries": [
        "submit a task to a human over a REST API",
        "poll the status of a human task by id"
      ]
    },
    {
      "identifier": "urn:air:humanforai.dev:manifest:agent-json",
      "displayName": "Human For AI — agent manifest",
      "type": "application/json",
      "url": "https://humanforai.dev/.well-known/agent.json",
      "description": "Canonical platform self-description: services catalog, endpoints, task schema, accepted and rejected task types, pricing, response expectations, and trust & safety policy.",
      "version": "1.9.0",
      "tags": ["manifest", "discovery"]
    },
    {
      "identifier": "urn:air:humanforai.dev:docs:llms-txt",
      "displayName": "Human For AI — llms.txt",
      "type": "text/markdown",
      "url": "https://humanforai.dev/llms.txt",
      "description": "One-page overview for language models: what the service does, key facts, and links to every machine-readable endpoint.",
      "tags": ["docs", "llms-txt"]
    }
  ]
}