Connect-MCP

Crawdar Business Research

com.crawdar/business-research · v1.4.2

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

MCPremoteno credentialsCRM & salesResearch & education

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 10 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 79/100

What it does: 10 tools · 6 read, 4 write (incl. delete/pay) · CRM & sales, Research & education

Test call scan_review_pain_points: failed — tool error: Add an industry, location, problem category, or custom pain point. (1,420 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +9
  • Read/write annotations: +5
  • Safe test call: 0
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://crawdar.com/api/mcp

Tools

10 tools listed at last check
  • 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 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.

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