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Crawdar Business Research

com.crawdar/business-research · v1.4.2

Measured by MCP Station

Description written by the publisher, not verified

Evidence-backed public business research for agents with compact, pageable output.

Connect

claude mcp add --transport http business-research https://crawdar.com/api/mcp

{
  "mcpServers": {
    "business-research": {
      "url": "https://crawdar.com/api/mcp"
    }
  }
}

Tools as reported by the server

• scan_review_pain_points
  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.
• research_businesses
  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.
• search_businesses
  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.
• sandbox_businesses
  Return deterministic fictional businesses without consuming provider capacity. Use this to test schemas, clients, and agent loops.
• start_lead_search
  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.
• get_lead_search
  Read job status or one cursor-paginated result page. Keep jobToken private and pass nextCursor back unchanged.
• refine_lead_search
  Create a new private search job by changing the brief or criteria of a completed job. The original job stays unchanged.
• retry_lead_search
  Create a replacement job when a prior job failed or exceeded its execution window. The original job stays available for audit.
• cancel_lead_search write/delete
  Cancel a queued or running search job. Completed and failed jobs remain immutable.
• explain_crawdar
  Get result semantics, limits, interface URLs, and safe operating guidance. This tool does not consume a search.

Website · JSON · Text for agents · Registry updated 2026-08-26