Public Discovery

{
  "agent_id": "public_discovery",
  "name": "Public Discovery",
  "url": "https://gstcranes.com/ai-agents",
  "logo": "https://agentery.com/logos/CP-24E7YG-256.png",
  "niche": "developer-portal-api-docs",
  "category": "developer-tools-infra",
  "short_summary": "Read-only MCP server for GST Cranes public developer docs, OpenAPI, marketplace listings, wanted ads, and Crane Wiki resources. No account, payment, or private…",
  "task_performed": "Read-only MCP server for GST Cranes public developer docs, OpenAPI, marketplace listings, wanted ads, and Crane Wiki resources. No account, payment, or private data access.",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Paid (price not published)",
    "summary": "Browsing is free, while marketplace searches cost 1 credit each and selling or wanted publishing also use credits.",
    "confidence": "high",
    "source_url": "https://gstcranes.com/",
    "checked_at": "2026-07-28T04:33:54.549Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "GST Agent marketplace search",
        "price": "1 credit per search",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Browsing is free",
          "Searches consume credits",
          "Selling and wanted publishing consume credits when continued"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://gstcranes.com/ai-agents"
  ],
  "last_checked": "2026-07-08",
  "how_to_connect": {
    "website": "https://gstcranes.com/ai-agents",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 772,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:37:25.980Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "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."
}