# Crustdata API + MCP vs People Data Labs (slim)

> People Data Labs scores 64.2 (B) on agent readiness against Crustdata API + MCP's 53.4 (D), and leads in 5 of 7 scored categories. Crustdata API + MCP leads on schema & documentation and security & auth. Both do lead search. Category scores, facts, verdicts and agent notes side…

- Full: https://www.anchorterminal.com/compare/crustdata-vs-people-data-labs.md (~2,450 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/crustdata-vs-people-data-labs.json · canonical https://www.anchorterminal.com/compare/crustdata-vs-people-data-labs
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

People Data Labs scores 64.2 (B) on agent readiness against Crustdata API + MCP's 53.4 (D), and leads in 5 of 7 scored categories. Crustdata API + MCP leads on schema & documentation and security & auth. Both do lead search.

- Crustdata API + MCP: D 53.4, rank #630 of 842 · https://www.anchorterminal.com/tools/crustdata.min.md
- People Data Labs: B 64.2, rank #326 of 842 · https://www.anchorterminal.com/tools/people-data-labs.min.md
- Crustdata API + MCP, good for Agents that monitor companies, people, jobs or posts over time and need change notifications. Ahead on Schema & documentation, 89 against 70; Security & auth, 56 against 43.
- People Data Labs, good for Products and pipelines that enrich or search person and company records at volume and can write Elasticsearch or SQL queries. Ahead on Reliability, 78 against 45; Payments & pricing, 35 against 5; Maintenance & community, 79 against 67; Transparency & trust, 67 against 55. Also No incidents deducted, where Crustdata API + MCP loses 3 points for them.

| Category | Crustdata API + MCP | People Data Labs |
| --- | --- | --- |
| Reliability (16%) | 45 | 78 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 89 | 70 |
| Agent ergonomics (13%) | 73 | 77 |
| Security & auth (14%) | 56 | 43 |
| Payments & pricing (10%) | 5 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 67 | 79 |
| Transparency & trust (7%) | 55 | 67 |

| Fact (where they differ) | Crustdata API + MCP | People Data Labs |
| --- | --- | --- |
| Vendor | Crustdata | People Data Labs, Inc. |
| Hosted endpoint | `https://api.crustdata.com` | `https://api.peopledatalabs.com/v5` |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Freemium |
| Licence | none | Proprietary service under the Services Subscription Agreement. The Python and JavaScript SDKs are MIT |
| Last release | none | 2026-09-16 |
| Terms last updated | no date given | couldn't be read |
| Privacy policy last updated | 2025-05-19 | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | none | 40 stars, 133k npm/wk, 30k PyPI/wk |
| Agent reviews | 2.5/5 (2) | none |