Crawdar Business Research
REMOTE · CRAWDAR.COM
Evidence-backed public business research for agents with compact, pageable output.
Available components
Last scanned (21 hours ago)
Scores higher than 66% of remote servers
Reachable. Last reached 4 Nov 2026.
Category CRM and Sales
Recent critical change
Authorization (22 Aug 2026). See the changelog before you install this server.
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (cancel_lead_search). See how to fix → View diagnostics → Fail
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability68
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 2254 tokens (~107/item across 21 items; 21 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management97
- Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage86
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 49% of tool parameters carry a description.Partial
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 21 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 22 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 −1
- Stability: pass → 0.97 functional
- 29 Oct 26 0
- Tool “search_problem_graph” rewrote its description, which is the text the model reads security
- 28 Oct 26 −1
- The server rewrote its instructions, which are the text every model session reads security
- Tool coverage: 87% → 49% ▼ functional
- Schema quality: 131 → 106 ▲ functional
- Schema quality: excellent → good functional
- Server version: 1.5.0 → 1.7.0 functional
- New tool “browse_owner_demands” functional
- New tool “browse_service_providers” functional
- New tool “create_opportunity_workspace” functional
- New tool “create_owner_demand_draft” functional
- New tool “get_opportunity_learning” functional
- New tool “get_opportunity_workspace” functional
- New tool “list_opportunity_workspaces” functional
- New tool “match_demand_providers” functional
- New tool “research_opportunity_workspace” functional
- New tool “search_problem_graph” functional
- New tool “update_opportunity_workspace” functional
- 1 Oct 26 78
- The server rewrote its instructions, which are the text every model session reads security
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 20 Sept 26 0
- Stability: 0.97 → pass security
- 8 Sept 26 0
- Tool coverage: 100% → 87% ▼ functional
- Server version: 1.4.2 → 1.5.0 functional
- New tool “scan_review_pain_points” functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Probed https://crawdar.com/api/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=crawdar.com | CN=WE1,O=Google Trust Services,C=US | 11 Oct 2026 | 9 Jan 2027 | ECDSA 256 | ECDSA-SHA256 | 2401a86e32992bc50e3d342a69ac5a82 |
| SANs: crawdar.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of crawdar.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| crawdar.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000; includeSubDomains |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | camera=(), microphone=(), geolocation=(), payment=(), usb=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://crawdar.com/api/mcp | Verified | 200 | |
| http (plaintext) | http://crawdar.com/api/mcp | HTTPS enforced | 302 | https://crawdar.com/api/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
browse_owner_demands Browse published owner requests ~81
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 flow.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| geography | string | – | – |
| industry | string | – | – |
| limit | integer | – | – |
| query | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| caveat | string | – | – |
| demands | array | yes | – |
| nextCursor | string|null | – | – |
| notice | string | – | – |
No examples provided.
browse_service_providers Browse published provider profiles ~74
Read provider-declared capabilities, portfolio URLs, markets, and capacity. These are self-reported and do not imply a skill or performance endorsement.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| geography | string | – | – |
| industry | string | – | – |
| limit | integer | – | – |
| query | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| caveat | string | – | – |
| nextCursor | string|null | – | – |
| notice | string | – | – |
| providers | array | yes | – |
No examples provided.
cancel_lead_search Cancel a lead search ~52
Cancel a queued or running search job. Completed and failed jobs remain immutable.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Queued or running job id. |
| jobToken | string | yes | Private token belonging to the job. |
| Name | Type | Req | Description |
|---|---|---|---|
| canceledAt | string | – | – |
| id | string | yes | – |
| status | – | yes | – |
No examples provided.
create_opportunity_workspace Create a private opportunity workspace ~62
Save a research thesis workspace and declared capabilities. This does not run research or establish demand. Use idempotencyKey to safely retry creation.
| Name | Type | Req | Description |
|---|---|---|---|
| idempotencyKey | string | – | – |
| name | string | yes | – |
| profile | object | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| revision | integer | yes | – |
| workspace | object | yes | – |
No examples provided.
create_owner_demand_draft Prepare a private owner request ~117
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 a contract, or moves money.
| Name | Type | Req | Description |
|---|---|---|---|
| budgetText | string | – | – |
| businessName | string | yes | – |
| geography | string | yes | – |
| industry | string | yes | – |
| problem | string | yes | – |
| requiredSkills | array | – | – |
| timing | string | – | – |
| title | string | yes | – |
| website | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| demand | object | yes | – |
No examples provided.
explain_crawdar Explain Crawdar search ~32
Get result semantics, limits, interface URLs, and safe operating guidance. This tool does not consume a search.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| guidance | array | yes | – |
| interfaces | object | yes | – |
| resultLanes | object | yes | – |
No examples provided.
get_lead_search Get a lead search page ~122
Read job status or one cursor-paginated result page. Keep jobToken private and pass nextCursor back unchanged.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | Opaque nextCursor from the previous response. |
| id | string | yes | Job id returned by start_lead_search, refine_lead_search, or retry_lead_search. |
| jobToken | string | yes | Private token returned with the job. Do not log or share it. |
| limit | integer | – | Maximum prospects in this result page. |
| view | – | – | Compact minimizes tokens. Full retains detailed evidence fields. |
| Name | Type | Req | Description |
|---|---|---|---|
| completedAt | string|null | – | – |
| createdAt | string | – | – |
| diagnostics | object | – | – |
| error | string | – | – |
| errorCode | string | – | – |
| id | string | yes | – |
| nextCursor | string|null | – | – |
| progress | object | – | – |
| resultCount | integer | – | – |
| results | array | – | – |
| retryAfter | integer | – | – |
| returned | integer | – | – |
| searchedSources | array | – | – |
| status | – | yes | – |
| warnings | array | – | – |
No examples provided.
get_opportunity_learning Review recorded opportunity outcomes ~52
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 recorded cohorts and do not prove causal effectiveness or future results.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| feedback | array | yes | – |
| funnel | object | yes | – |
| publicLearning | object | yes | – |
| recommendations | array | yes | – |
No examples provided.
get_opportunity_workspace Read a private opportunity workspace ~53
Get the current workspace and revision before updating. Evidence, contradictory findings, manually recorded validation milestones, and monitor configuration remain private to the account.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Private workspace id owned by the authenticated account. |
| Name | Type | Req | Description |
|---|---|---|---|
| revision | integer | yes | – |
| workspace | object | yes | – |
No examples provided.
list_opportunity_workspaces List private opportunity workspaces ~39
List research workspaces owned by your verified account. Requires an account-linked API key or signed-in identity; no guest access or public Atlas.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| workspaces | array | yes | – |
No examples provided.
match_demand_providers Compare providers for a request ~81
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; missing data is unknown.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| demandId | string | yes | – |
| geography | string | – | – |
| industry | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| caveat | string | – | – |
| matches | array | yes | – |
| nextCursor | string|null | – | – |
| notice | string | – | – |
No examples provided.
refine_lead_search Refine a lead search ~157
Create a new private search job by changing the brief or criteria of a completed job. The original job stays unchanged.
| Name | Type | Req | Description |
|---|---|---|---|
| brief | string | – | Replacement natural-language brief for the new job. |
| fields | array | – | Business fields to retain. Website and source evidence remain available for verification. |
| geography | string | – | Replacement city, region, country, or Worldwide. |
| id | string | yes | Completed source job id returned by an earlier durable search call. |
| jobToken | string | yes | Private token belonging to the source job. |
| limit | integer | – | Maximum prospects retained by the new job. |
| qualifier | string | – | Replacement public requirements and exclusions. |
| target | string | – | Replacement business target for the new job. |
| Name | Type | Req | Description |
|---|---|---|---|
| cacheHit | boolean | – | – |
| cancelUrl | string | yes | Authenticated REST URL for canceling queued or running work. |
| expiresInSeconds | integer | yes | Seconds until the private job and token expire. |
| exportUrl | string | yes | Authenticated CSV export URL. Add format=json for JSON. |
| id | string | yes | Stable job identifier. Use it with jobToken in every lifecycle call. |
| jobToken | string | – | Private bearer token required to read, refine, or export this job. |
| resultCount | integer | – | – |
| retryUrl | string | yes | Authenticated REST URL for creating a replacement after retryable failure. |
| status | – | yes | Current durable job state. |
| statusUrl | string | yes | Authenticated REST URL for job status and result pages. |
No examples provided.
research_businesses Research businesses from a brief ~176
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.
| Name | Type | Req | Description |
|---|---|---|---|
| brief | string | yes | Example: Independent veterinary clinics in Berlin with an active first-party website. Exclude directories and chains. |
| fields | array | – | Business fields to retain. Website and source evidence remain available for verification. |
| geography | string | – | Optional explicit geography. Use when the brief does not make location clear. |
| includeDiagnostics | boolean | – | Include source status and explained exclusions. |
| limit | integer | – | Maximum businesses in this response page. |
| offset | integer | – | Zero-based result offset for this response page. |
| output | – | – | Compact minimizes tokens. Full preserves every returned field. |
| Name | Type | Req | Description |
|---|---|---|---|
| diagnostics | object | – | Source status and explained candidate exclusions. |
| durationMs | integer | – | – |
| hasMore | boolean | yes | Whether another result page is available. |
| limit | integer | yes | Maximum prospects requested for this page. |
| nextOffset | integer|null | – | Offset for the next synchronous result page, or null when complete. |
| offset | integer | yes | Zero-based offset of this page. |
| remainingFreeSearches | integer | – | – |
| requestId | string | yes | Request identifier for support and diagnostics. |
| resultCount | integer | yes | Total accepted prospects before response pagination. |
| results | array | yes | – |
| returnedCount | integer | yes | Prospects returned in this response page. |
| schemaVersion | string | yes | Version of the result contract. |
| searchedSources | array | yes | Discovery and first-party source types consulted. |
| warnings | array | yes | Limitations the agent should retain with downstream data. |
No examples provided.
research_opportunity_workspace Research public problems into a workspace ~106
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-confirmed needs or purchase proof. Uses normal provider limits; do not launch duplicate concurrent scans.
| Name | Type | Req | Description |
|---|---|---|---|
| geography | string | – | – |
| id | string | yes | Private workspace id owned by the authenticated account. |
| problemCategories | array | – | – |
| revision | integer | yes | – |
| target | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| revision | integer | yes | – |
| workspace | object | yes | – |
No examples provided.
retry_lead_search Retry a stopped lead search ~62
Create a replacement job when a prior job failed or exceeded its execution window. The original job stays available for audit.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Failed or timed-out source job id. |
| jobToken | string | yes | Private token belonging to the source job. |
| Name | Type | Req | Description |
|---|---|---|---|
| cacheHit | boolean | – | – |
| cancelUrl | string | yes | Authenticated REST URL for canceling queued or running work. |
| expiresInSeconds | integer | yes | Seconds until the private job and token expire. |
| exportUrl | string | yes | Authenticated CSV export URL. Add format=json for JSON. |
| id | string | yes | Stable job identifier. Use it with jobToken in every lifecycle call. |
| jobToken | string | – | Private bearer token required to read, refine, or export this job. |
| resultCount | integer | – | – |
| retryUrl | string | yes | Authenticated REST URL for creating a replacement after retryable failure. |
| status | – | yes | Current durable job state. |
| statusUrl | string | yes | Authenticated REST URL for job status and result pages. |
No examples provided.
sandbox_businesses Test the Crawdar contract ~61
Return deterministic fictional businesses without consuming provider capacity. Use this to test schemas, clients, and agent loops.
| Name | Type | Req | Description |
|---|---|---|---|
| geography | string | – | Fictional location echoed into deterministic test results. |
| target | string | – | Fictional business type echoed into deterministic test results. |
| Name | Type | Req | Description |
|---|---|---|---|
| diagnostics | object | – | Source status and explained candidate exclusions. |
| durationMs | integer | – | – |
| hasMore | boolean | yes | Whether another result page is available. |
| limit | integer | yes | Maximum prospects requested for this page. |
| nextOffset | integer|null | – | Offset for the next synchronous result page, or null when complete. |
| offset | integer | yes | Zero-based offset of this page. |
| remainingFreeSearches | integer | – | – |
| requestId | string | yes | Request identifier for support and diagnostics. |
| resultCount | integer | yes | Total accepted prospects before response pagination. |
| results | array | yes | – |
| returnedCount | integer | yes | Prospects returned in this response page. |
| schemaVersion | string | yes | Version of the result contract. |
| searchedSources | array | yes | Discovery and first-party source types consulted. |
| warnings | array | yes | Limitations the agent should retain with downstream data. |
No examples provided.
scan_review_pain_points Find recurring customer complaints ~103
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.
| Name | Type | Req | Description |
|---|---|---|---|
| business | string | – | – |
| geography | string | – | – |
| googlePlaceId | string | – | – |
| reviewUrls | array | – | – |
| target | string | – | – |
| website | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | – | – |
| limitations | string | – | – |
| reports | array | – | – |
| status | string | – | – |
No examples provided.
search_businesses Search businesses with structured criteria ~169
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.
| Name | Type | Req | Description |
|---|---|---|---|
| fields | array | – | Business fields to retain. Website and source evidence remain available for verification. |
| geography | string | yes | City, region, country, or Worldwide. |
| includeDiagnostics | boolean | – | Include source status and explained exclusions. |
| limit | integer | – | Maximum businesses in this response page. |
| 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. |
| target | string | yes | Business type or concise target. |
| Name | Type | Req | Description |
|---|---|---|---|
| diagnostics | object | – | Source status and explained candidate exclusions. |
| durationMs | integer | – | – |
| hasMore | boolean | yes | Whether another result page is available. |
| limit | integer | yes | Maximum prospects requested for this page. |
| nextOffset | integer|null | – | Offset for the next synchronous result page, or null when complete. |
| offset | integer | yes | Zero-based offset of this page. |
| remainingFreeSearches | integer | – | – |
| requestId | string | yes | Request identifier for support and diagnostics. |
| resultCount | integer | yes | Total accepted prospects before response pagination. |
| results | array | yes | – |
| returnedCount | integer | yes | Prospects returned in this response page. |
| schemaVersion | string | yes | Version of the result contract. |
| searchedSources | array | yes | Discovery and first-party source types consulted. |
| warnings | array | yes | Limitations the agent should retain with downstream data. |
No examples provided.
search_problem_graph Search the shared problem graph ~123
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 confirmed a problem. Includes source URLs, dates, support and contradiction. Private workspaces are never included automatically. Contributions and owner reports are not independently verified facts or purchase intent.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| geography | string | – | – |
| host | string | – | – |
| industry | string | – | – |
| limit | integer | – | – |
| problem | string | – | – |
| query | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| caveat | string | – | – |
| edges | array | – | – |
| items | array | yes | – |
| nextCursor | string|null | – | – |
| nodes | array | – | – |
| notice | string | – | – |
No examples provided.
start_lead_search Start a durable lead search ~193
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.
| Name | Type | Req | Description |
|---|---|---|---|
| brief | string | – | Natural-language business, geography, required signals, and exclusions. Use this instead of separate target and geography. |
| fields | array | – | Business fields to retain. Website and source evidence remain available for verification. |
| geography | string | – | City, region, country, or Worldwide. Required with target when brief is omitted. |
| idempotencyKey | string | – | Stable key for safely retrying the same job creation request. |
| limit | integer | – | Maximum accepted prospects retained by the job. |
| qualifier | string | – | Publicly verifiable requirements and exclusions. |
| target | string | – | Business type or concise ideal-customer target. Pair with geography when brief is omitted. |
| Name | Type | Req | Description |
|---|---|---|---|
| cacheHit | boolean | – | – |
| cancelUrl | string | yes | Authenticated REST URL for canceling queued or running work. |
| expiresInSeconds | integer | yes | Seconds until the private job and token expire. |
| exportUrl | string | yes | Authenticated CSV export URL. Add format=json for JSON. |
| id | string | yes | Stable job identifier. Use it with jobToken in every lifecycle call. |
| jobToken | string | – | Private bearer token required to read, refine, or export this job. |
| resultCount | integer | – | – |
| retryUrl | string | yes | Authenticated REST URL for creating a replacement after retryable failure. |
| status | – | yes | Current durable job state. |
| statusUrl | string | yes | Authenticated REST URL for job status and result pages. |
No examples provided.
update_opportunity_workspace Update an opportunity workspace ~83
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 attributable evidence. Does not contact businesses or execute delivery.
| Name | Type | Req | Description |
|---|---|---|---|
| command | object | yes | – |
| id | string | yes | Private workspace id owned by the authenticated account. |
| revision | integer | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| revision | integer | yes | – |
| workspace | object | yes | – |
No examples provided.
How do I install the Crawdar Business Research MCP server?
Crawdar Business Research is a hosted endpoint at https://crawdar.com/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · crawdar.com
claude mcp add --transport http com-crawdar-business-research 'https://crawdar.com/api/mcp'
What is the Crawdar Business Research MCP server?
Crawdar Business Research is an MCP server listed in the public MCP registry as com.crawdar/business-research. Evidence-backed public business research for agents with compact, pageable output. This page covers its hosted endpoint (https://crawdar.com/api/mcp).
Is the Crawdar Business Research MCP server safe to use?
Crawdar Business Research scores 76 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Crawdar Business Research MCP server expose?
Crawdar Business Research exposes 21 tools: scan_review_pain_points, research_businesses, search_businesses, sandbox_businesses, start_lead_search, and 16 more. Their descriptions and schemas cost roughly 1,998 tokens of context every time the server is loaded.
Does the Crawdar Business Research MCP server require authentication?
No. We connected to Crawdar Business Research without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Crawdar Business Research MCP server still maintained?
Crawdar Business Research is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.