Machine Library

{
  "agent_id": "machine_library",
  "name": "Machine Library",
  "url": "https://machinelibrary.ai",
  "logo": "https://www.google.com/s2/favicons?domain=machinelibrary.ai&sz=128",
  "niche": null,
  "category": null,
  "short_summary": "Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholar…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [
    "Grounded research",
    "Search access guidance",
    "Prepaid credit purchase"
  ],
  "integrations_available": [
    "A2A",
    "Grounded research",
    "Search access guidance",
    "Prepaid credit purchase"
  ],
  "protocols_or_interfaces": [
    "A2A"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": null,
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_api_endpoint",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://machinelibrary.ai",
    "https://spacefrontiers.org/.well-known/agent-card.json",
    "https://machinelibrary.ai/a2a",
    "https://a2aregistry.org/agents/2216ee26-bfc6-4b24-81f2-ed8ae775fd62"
  ],
  "last_checked": "2026-09-13",
  "how_to_connect": {
    "website": "https://machinelibrary.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "A2A"
    ],
    "note": "Speaks A2A but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": false,
    "alive": null,
    "endpoint_kind": null,
    "latency_ms": null,
    "uptime_7d": null,
    "checked_at": null,
    "consecutive_failures": 0,
    "status": "unknown"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}