Mmcp.market

Crawdar Business Research MCP server

by crawdar.com·com.crawdar/business-research·v1.4.2

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

C60/100grade C
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Safety scan
C60/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

Crawdar Business Research tools (10, 3 write)

write = sends, deletes, buys or posts
  • cancel_lead_searchwrite actionFree

    Cancel a queued or running search job. Completed and failed jobs remain immutable.

  • explain_crawdarFree

    Get result semantics, limits, interface URLs, and safe operating guidance. This tool does not consume a search.

  • get_lead_searchFree

    Read job status or one cursor-paginated result page. Keep jobToken private and pass nextCursor back unchanged.

  • refine_lead_searchwrite actionFree

    Create a new private search job by changing the brief or criteria of a completed job. The original job stays unchanged.

  • research_businessesFree

    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.

  • retry_lead_searchwrite actionFree

    Create a replacement job when a prior job failed or exceeded its execution window. The original job stays available for audit.

  • sandbox_businessesFree

    Return deterministic fictional businesses without consuming provider capacity. Use this to test schemas, clients, and agent loops.

  • scan_review_pain_pointsFree

    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.

  • search_businessesFree

    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.

  • start_lead_searchFree

    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.

Public scan report

scanner v0.1.9 · 2026-09-21 · same rubric, same numbers if you re-run it

1 high1 low
  • Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 725ms20/20
  • Tool poisoning10 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 3 write-action tools with no auth3/15
  • Maintenanceno repository listed3/15
  • Maintainer identityverified namespace with website, no repo4/10

Findings (2)

  • highWrite-action tools reachable without authenticationauth.open-write
  • lowNo source repository listedmaint.no-repo
Overall 60/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

Crawdar Business Research: common questions

Is Crawdar Business Research MCP server safe?
With care: it is graded C, so read the findings first (60/100). Read the Crawdar Business Research safety report
How do I install Crawdar Business Research?
It runs remotely at crawdar.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Crawdar Business Research need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Crawdar Business Research maintained?
The latest release is v1.4.2.
Is Crawdar Business Research up?
100% of our last 20 checks got an answer. We check remote servers about four times a day.

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