# Crawdar

**Canonical:** https://apis.io/providers/crawdar-com/  
**Website:** https://crawdar.com/  
**APIs profiled:** 1

Crawdar (crawdar.com) is a public-web business research tool for AI builders. Its Customer Pain Point Finder surfaces recurring customer complaints in sampled business reviews, searchable by problem category, industry and location, and its Lead List Builder researches companies against an ideal-customer brief with evidence-backed qualified and possible results. Crawdar exposes this to agents through a remote MCP server published in the official MCP Registry as com.crawdar/business-research (https://crawdar.com/api/mcp), a REST API described by an OpenAPI 3.1 contract, an agent skill and an llms.txt guide.

## Kin Score — 50.5 / 100 (developing)

Scored 2026-11-13 under rubric 0.28.0.

| Facet | Score |
|---|---|
| Discoverability | 71.7 |
| Contract Quality | 58.5 |
| Contract Governance | 22.0 |
| Operational Transparency | 50.0 |
| Developer Ergonomics | 35.1 |
| Access Clarity | 63.8 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 18.6 (matched via fallback).

## Agent readiness — 42.2 (agent-native)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | bearer |
| Idempotency | verified |
| Error Semantics | verified |
| OpenAPI Examples | no |
| Rate Limit Signal | verified |
| Event Surface Described | no |
| Agent Skills | derived |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | paginated |
| Operation Distinctiveness | distinct |
| MCP Tool Quality | na |

## Access

Free · Self-serve signup — onboarding: self-serve, pricing: free, trial: no (confidence: high).

## APIs (13)

- **Crawdar Account API** — The Account API from Crawdar — 2 operation(s) for account.
- **Crawdar Graph API** — The Graph API from Crawdar — 3 operation(s) for graph.
- **Crawdar Keys API** — The Keys API from Crawdar — 1 operation(s) for keys.
- **Crawdar Learning API** — The Learning API from Crawdar — 2 operation(s) for learning.
- **Crawdar Lists API** — The Lists API from Crawdar — 4 operation(s) for lists.
- **Crawdar Network API** — The Network API from Crawdar — 12 operation(s) for network.
- **Crawdar Pain Points API** — The Pain Points API from Crawdar — 1 operation(s) for pain points.
- **Crawdar Quality Benchmark API** — The Quality Benchmark API from Crawdar — 1 operation(s) for quality benchmark.
- **Crawdar Sandbox API** — The Sandbox API from Crawdar — 1 operation(s) for sandbox.
- **Crawdar Search API** — The Search API from Crawdar — 1 operation(s) for search.
- **Crawdar Searches API** — The Searches API from Crawdar — 6 operation(s) for searches.
- **Crawdar Status API** — The Status API from Crawdar — 1 operation(s) for status.
- **Crawdar Workspaces API** — The Workspaces API from Crawdar — 4 operation(s) for workspaces.

## MCP servers (1)

- **Crawdar Business Research MCP Server** — Remote Streamable HTTP MCP server published in the official MCP Registry as com.crawdar/business-research.

## Agentic access (1)

- **Crawdar Agentic Access** — 59 operations · 32 acting · 3 human-in-the-loop

## Security (2)

- **Crawdar Authentication** — 3 schemes
- **Crawdar Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Crawdar Plans Pricing**

## Tags

Company, Business Research, Lead Generation, CustomerReviews, Sales Prospecting, MCP, AI Agents

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/crawdar-com/). Scores are computed from the provider's own public artifacts under a published rubric.