Crawdar Business Research

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Crawdar Business Research": {
      "url": "https://crawdar.com/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (10)

• scan_review_pain_points read-only

  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.

  Parameters:

  • target — string
  • website — string
  • business — string
  • geography — string
  • reviewUrls — array
  • googlePlaceId — string

  Hints: read-only yes · destructive no · idempotent no · open-world yes

• research_businesses read-only

  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.

  Parameters:

  • brief (required) — string — Example: Independent veterinary clinics in Berlin with an active first-party website. Exclude directories and chains.
  • limit — integer — Maximum businesses in this response page.
  • fields — array — Business fields to retain. Website and source evidence remain available for verification.
  • offset — integer — Zero-based result offset for this response page.
  • output — Compact minimizes tokens. Full preserves every returned field.
  • geography — string — Optional explicit geography. Use when the brief does not make location clear.
  • includeDiagnostics — boolean — Include source status and explained exclusions.

  Hints: read-only yes · destructive no · idempotent no · open-world yes

• search_businesses read-only

  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.

  Parameters:

  • target (required) — string — Business type or concise target.
  • geography (required) — string — City, region, country, or Worldwide.
  • limit — integer — Maximum businesses in this response page.
  • fields — array — Business fields to retain. Website and source evidence remain available for verification.
  • offset — integer — Zero-based result offset for this response page.
  • output — Compact minimizes tokens. Full preserves every returned field.
  • qualifier — string — Optional required signals and exclusions that can be checked in public evidence.
  • includeDiagnostics — boolean — Include source status and explained exclusions.

  Hints: read-only yes · destructive no · idempotent no · open-world yes

• sandbox_businesses read-only

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

  Parameters:

  • target — string — Fictional business type echoed into deterministic test results.
  • geography — string — Fictional location echoed into deterministic test results.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• 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.

  Parameters:

  • brief — string — Natural-language business, geography, required signals, and exclusions. Use this instead of separate target and geography.
  • limit — integer — Maximum accepted prospects retained by the job.
  • fields — array — Business fields to retain. Website and source evidence remain available for verification.
  • target — string — Business type or concise ideal-customer target. Pair with geography when brief is omitted.
  • geography — string — City, region, country, or Worldwide. Required with target when brief is omitted.
  • qualifier — string — Publicly verifiable requirements and exclusions.
  • idempotencyKey — string — Stable key for safely retrying the same job creation request.

  Hints: read-only no · destructive no · idempotent no · open-world yes

• get_lead_search read-only

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

  Parameters:

  • id (required) — string — Job id returned by start_lead_search, refine_lead_search, or retry_lead_search.
  • jobToken (required) — string — Private token returned with the job. Do not log or share it.
  • view — Compact minimizes tokens. Full retains detailed evidence fields.
  • limit — integer — Maximum prospects in this result page.
  • cursor — string — Opaque nextCursor from the previous response.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• refine_lead_search

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

  Parameters:

  • id (required) — string — Completed source job id returned by an earlier durable search call.
  • jobToken (required) — string — Private token belonging to the source job.
  • brief — string — Replacement natural-language brief for the new job.
  • limit — integer — Maximum prospects retained by the new job.
  • fields — array — Business fields to retain. Website and source evidence remain available for verification.
  • target — string — Replacement business target for the new job.
  • geography — string — Replacement city, region, country, or Worldwide.
  • qualifier — string — Replacement public requirements and exclusions.

  Hints: read-only no · destructive no · idempotent no · open-world yes

• retry_lead_search

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

  Parameters:

  • id (required) — string — Failed or timed-out source job id.
  • jobToken (required) — string — Private token belonging to the source job.

  Hints: read-only no · destructive no · idempotent no · open-world yes

• cancel_lead_search destructive

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

  Parameters:

  • id (required) — string — Queued or running job id.
  • jobToken (required) — string — Private token belonging to the job.

  Hints: read-only no · destructive yes · idempotent yes · open-world no

• explain_crawdar read-only

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

  Hints: read-only yes · destructive no · idempotent yes · open-world no

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.