Crawdar Business Research

{
  "id": "aix_3eed0f5a11",
  "name": "Crawdar Business Research",
  "operator": "(unclaimed - source: registry-official · publisher: com.crawdar)",
  "description": "Evidence-backed public business research for agents with compact, pageable output.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-10-15",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://crawdar.com/api/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 3105,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-10-15T11:00:41.085Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://crawdar.com/agents"
    }
  ],
  "payment_method": "open",
  "unreachable": false,
  "profile": {
    "mcp_server": "crawdar",
    "mcp_version": "1.5.0",
    "tool_count": 10,
    "tools": [
      {
        "name": "scan_review_pain_points",
        "description": "Scan a named business or discover up to three businesses for recent recurring complaints. Returns individually sourced reviews and possible technical solutions. Coverage is sampled; unavailable reviews never mean no problems. Five scans per day. Google reviews require a configured provider."
      },
      {
        "name": "research_businesses",
        "description": "Use for a quick synchronous search when the user supplies one natural-language brief and can wait for results in the current tool call. For durable progress, retry, export, or large agent workflows, use start_lead_search instead."
      },
      {
        "name": "search_businesses",
        "description": "Use for a quick synchronous search when target, geography, and qualification fields are already structured. Use research_businesses for a plain-language brief, or start_lead_search for durable asynchronous work."
      },
      {
        "name": "sandbox_businesses",
        "description": "Return deterministic fictional businesses without consuming provider capacity. Use this to test schemas, clients, and agent loops."
      },
      {
        "name": "start_lead_search",
        "description": "Use for the recommended durable asynchronous workflow. Creates a private queued search job and returns a job id plus jobToken for progress polling, cursor paging, refinement, retry, cancellation, and CSV or JSON export."
      },
      {
        "name": "get_lead_search",
        "description": "Read job status or one cursor-paginated result page. Keep jobToken private and pass nextCursor back unchanged."
      },
      {
        "name": "refine_lead_search",
        "description": "Create a new private search job by changing the brief or criteria of a completed job. The original job stays unchanged."
      },
      {
        "name": "retry_lead_search",
        "description": "Create a replacement job when a prior job failed or exceeded its execution window. The original job stays available for audit."
      },
      {
        "name": "cancel_lead_search",
        "description": "Cancel a queued or running search job. Completed and failed jobs remain immutable."
      },
      {
        "name": "explain_crawdar",
        "description": "Get result semantics, limits, interface URLs, and safe operating guidance. This tool does not consume a search."
      }
    ],
    "profiled_at": "2026-10-15T11:00:41.085Z"
  }
}