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Crawdar Business Research

R0· no sign-in

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

v1.4.2 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust80of 100
Uptime, 30 days100%
Latency p50679 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "business-research": {
      "type": "http",
      "url": "https://crawdar.com/api/mcp"
    }
  }
}
claude mcp add --transport http business-research https://crawdar.com/api/mcp
[mcp_servers.business-research]
url = "https://crawdar.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "business-research": {
      "type": "remote",
      "url": "https://crawdar.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "business-research": {
      "type": "http",
      "url": "https://crawdar.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=business-research&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY3Jhd2Rhci5jb20vYXBpL21jcCJ9"
}
{
  "servers": {
    "business-research": {
      "type": "http",
      "url": "https://crawdar.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "business-research": {
      "httpUrl": "https://crawdar.com/api/mcp"
    }
  }
}
extensions:
  "business-research":
    enabled: true
    name: "business-research"
    type: streamable_http
    uri: "https://crawdar.com/api/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations10 of 10 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 2,374 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

10 tools, about 2,374 tokens to load them all · tool set 274eb2690e44 · checked 2026-10-20 17:34 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository
provenance55
liveness100
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-55d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://crawdar.com/api/mcp streamable-httpnoneyes100%679 ms2025-06-182026-10-20

Tools (10)

cancel_lead_searchdestructiveCancel a queued or running search job. Completed and failed jobs remain immutable.
explain_crawdarread-onlyGet result semantics, limits, interface URLs, and safe operating guidance. This tool does not consume a search.
get_lead_searchread-onlyRead job status or one cursor-paginated result page. Keep jobToken private and pass nextCursor back unchanged.
refine_lead_searchCreate a new private search job by changing the brief or criteria of a completed job. The original job stays unchanged.
research_businessesread-onlyUse 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_searchCreate a replacement job when a prior job failed or exceeded its execution window. The original job stays available for audit.
sandbox_businessesread-onlyReturn deterministic fictional businesses without consuming provider capacity. Use this to test schemas, clients, and agent loops.
scan_review_pain_pointsread-onlyScan 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_businessesread-onlyUse 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_searchUse 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.crawdar/business-research",
  "title": "Crawdar Business Research",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://crawdar.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.4.2",
  "websiteUrl": "https://crawdar.com/agents",
  "description": "Evidence-backed public business research for agents with compact, pageable output."
}