Andromeda Agent Lab

{
  "agent_id": "andromeda_agent_lab",
  "name": "Andromeda Agent Lab",
  "url": "https://lab.ai-andromeda.com/?via=github-home",
  "logo": "https://www.google.com/s2/favicons?domain=ai-andromeda.com&sz=128",
  "niche": null,
  "category": null,
  "short_summary": "A research environment for studying how AI agents discover and use websites, with machine-readable pages, an A2A agent card, OpenAPI documentation, and a strea…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "A2A"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "high",
    "source_url": "https://lab.ai-andromeda.com/?via=github-home",
    "checked_at": "2026-10-22T01:11:51.552Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://lab.ai-andromeda.com/?via=github-home"
  ],
  "last_checked": "2026-10-22",
  "profile_checked": null,
  "price_checked": "2026-10-22",
  "how_to_connect": {
    "website": "https://lab.ai-andromeda.com/?via=github-home",
    "docs": null,
    "mcp": {
      "endpoint": "https://lab.ai-andromeda.com/mcp",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"andromeda_agent_lab\": {\n      \"url\": \"https://lab.ai-andromeda.com/mcp\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": null,
    "protocols": [
      "A2A"
    ],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "hosted",
    "both_offered": false,
    "hosted_endpoint": "https://lab.ai-andromeda.com/mcp",
    "install": null,
    "note": "Vendor-hosted connector: connect to the published endpoint; nothing to install.",
    "evidence": {
      "sources": [
        "page_text:hosted"
      ],
      "excerpt": "eadable This page as markdown llms.txt A2A agent card OpenAPI MCP (Streamable HTTP): https://lab.ai-andromeda.com/mcp Questions: contact@ai-andromeda.com",
      "url": "https://lab.ai-andromeda.com/?via=github-home",
      "observed_day": "2026-10-23",
      "age_days": 2,
      "hosted_evidence": "vendor endpoint URL on the page",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 145,
    "uptime_7d": 1,
    "checked_at": "2026-10-24T02:31:31.834Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "a2a_check": {
    "checked_on": "2026-10-16",
    "card_url": "https://lab.ai-andromeda.com/.well-known/agent-card.json",
    "card_name": "Andromeda Agent Lab",
    "declared_version": "0.3.0",
    "endpoint": "https://lab.ai-andromeda.com/a2a",
    "skills": [
      "get_task",
      "submit_answer",
      "sign_guestbook"
    ],
    "findings": [
      {
        "label": "Endpoint",
        "value": "Does not accept A2A message/send",
        "ok": false
      }
    ],
    "vendor_published": null,
    "note": "Automated check of the vendor's public A2A agent card and endpoint. The check reads the card and sends an empty JSON-RPC request; it delivers no message. Vendor quotes are copied word for word from the card or its documentation."
  },
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}