com.crawdar/business-research

up checked 2026-11-11T04:37:55.159Z

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Publisher-provided title

Crawdar Business Research

Publisher-provided description

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

Summary by lookupd

Searches public business listings and reviews, returns sourced complaints and provider capabilities, and saves research workspaces and…

Install

Claude Code, remote (streamable-http)

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

Codex, remote (streamable-http)

codex mcp add business-research --url https://crawdar.com/api/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

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

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (21 tools)

Publisher-provided text

• 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.
• 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, re
• 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,
• 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 pagin
• 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.
• list_opportunity_workspaces List research workspaces owned by your verified account. Requires an account-linked API key or signed-in identity; no guest access or public Atlas.
• create_opportunity_workspace Save a research thesis workspace and declared capabilities. This does not run research or establish demand. Use idempotencyKey to safely retry creation.
• get_opportunity_workspace Get the current workspace and revision before updating. Evidence, contradictory findings, manually recorded validation milestones, and monitor configuration rem
• update_opportunity_workspace Apply one validated command with the latest revision. A 409 means re-read before retrying. Public signals never establish payment or purchase intent; commercial
• research_opportunity_workspace Run a bounded public review scan of up to three businesses and retain sourced findings in your private workspace. Requires current revision. Sampled complaints
• search_problem_graph Read Crawdar editorial research, explicitly contributed observations, and website-control-confirmed owner demand across markets. Editorial research does not mea
• browse_owner_demands Browse public business requests with current website-control proof. A posted request is owner-reported need, not a funded contract, verified budget, or permissi
• browse_service_providers Read provider-declared capabilities, portfolio URLs, markets, and capacity. These are self-reported and do not imply a skill or performance endorsement.
• match_demand_providers Rank one page of up to 50 published providers by declared skill labels and market fit. Public consented outcome context remains separate from provider ratings.
• get_opportunity_learning Read your private evidence funnel and failure feedback plus sufficiently diverse, jointly consented public outcome aggregates. Requires verified account identit
• create_owner_demand_draft Create a private draft request. Publishing is a separate owner-controlled action requiring website control and explicit review of public fields. This tool never

Details

• Version: 1.4.2
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 684 ms
• First indexed: 2026-11-01T08:53:32.697Z
• Last seen in registry: 2026-11-01T08:53:32.768Z
• Website: https://crawdar.com/agents

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