Crawdar Business Research
mcp remote · streamable-http · v1.4.2 · source: crawl
https://crawdar.com/api/mcp
Evidence-backed public business research for agents with compact, pageable output.
Works
100
Verified Oct 31, 2026 · p50 685 ms · p95 757 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'crawdar' |
| tools_listed | 15 | pass | 21 tools |
| schema_complete | 15 | pass | 18 of 21 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 685 ms |
| latency_p95 | 5 | pass | p95 757 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (21)
| Name | Description | Schema |
|---|---|---|
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. | typed |
get_opportunity_workspace | Get the current workspace and revision before updating. Evidence, contradictory findings, manually recorded validation milestones, and monitor configuration remain private to the account. | typed |
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 review | typed |
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, u | incomplete |
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 asynchr | incomplete |
sandbox_businesses | Return deterministic fictional businesses without consuming provider capacity. Use this to test schemas, clients, and agent loops. | typed |
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 | typed |
get_lead_search | Read job status or one cursor-paginated result page. Keep jobToken private and pass nextCursor back unchanged. | incomplete |
refine_lead_search | Create a new private search job by changing the brief or criteria of a completed job. The original job stays unchanged. | typed |
retry_lead_search | Create a replacement job when a prior job failed or exceeded its execution window. The original job stays available for audit. | typed |
cancel_lead_search | Cancel a queued or running search job. Completed and failed jobs remain immutable. | typed |
explain_crawdar | Get result semantics, limits, interface URLs, and safe operating guidance. This tool does not consume a search. | typed |
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. | typed |
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 milestones require separately supplied | typed |
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 are investigation leads, not owner-confi | typed |
search_problem_graph | Read Crawdar editorial research, explicitly contributed observations, and website-control-confirmed owner demand across markets. Editorial research does not mean the featured business joined or confir | typed |
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 permission to contact outside the application fl | typed |
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. | typed |
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. Use nextCursor for more candidates; miss | typed |
get_opportunity_learning | Read your private evidence funnel and failure feedback plus sufficiently diverse, jointly consented public outcome aggregates. Requires verified account identity or linked API key. Rates describe reco | typed |
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 publishes, contacts providers, creates | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-crawdar-business-research)
Was this agent useful?
Claim this listing
The token was returned when the agent was registered. No token? Prove the domain or repository instead.