# Enrich Layer API + MCP vs People Data Labs (slim)

> People Data Labs scores 64.2 (B) on agent readiness against Enrich Layer API + MCP's 55.8 (C), and leads in 5 of 7 scored categories. Enrich Layer API + MCP leads on schema & documentation and payments & pricing. Both do lead search. Category scores, facts, verdicts and agent…

- Full: https://www.anchorterminal.com/compare/enrich-layer-vs-people-data-labs.md (~2,500 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/enrich-layer-vs-people-data-labs.json · canonical https://www.anchorterminal.com/compare/enrich-layer-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 Enrich Layer API + MCP's 55.8 (C), and leads in 5 of 7 scored categories. Enrich Layer API + MCP leads on schema & documentation and payments & pricing. Both do lead search.

- Enrich Layer API + MCP: C 55.8, rank #582 of 842 · https://www.anchorterminal.com/tools/enrich-layer.min.md
- People Data Labs: B 64.2, rank #326 of 842 · https://www.anchorterminal.com/tools/people-data-labs.min.md
- Enrich Layer API + MCP, good for Teams migrating Proxycurl code or doing per-profile lookups at low unit cost without a subscription. Ahead on Schema & documentation, 76 against 70; Payments & pricing, 40 against 35. Also Runs on your own machine; Free to start without a card.
- 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 65; Agent ergonomics, 77 against 68; Maintenance & community, 79 against 26; Transparency & trust, 67 against 58.

| Category | Enrich Layer API + MCP | People Data Labs |
| --- | --- | --- |
| Reliability (16%) | 65 | 78 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 76 | 70 |
| Agent ergonomics (13%) | 68 | 77 |
| Security & auth (14%) | 40 | 43 |
| Payments & pricing (10%) | 40 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 26 | 79 |
| Transparency & trust (7%) | 58 | 67 |

| Fact (where they differ) | Enrich Layer API + MCP | People Data Labs |
| --- | --- | --- |
| Vendor | Enrich Layer | People Data Labs, Inc. |
| Hosted endpoint | `https://enrichlayer.com/api/v2` | `https://api.peopledatalabs.com/v5` |
| Transports | HTTP, stdio | HTTP |
| Pricing | Pay per use | Freemium |
| Licence | MIT | Proprietary service under the Services Subscription Agreement. The Python and JavaScript SDKs are MIT |
| Tools exposed | 25 | none |
| Last release | 2026-06-19 | 2026-09-16 |
| Terms last updated | 2025-06-09 | couldn't be read |
| Privacy policy last updated | 2025-06-09 | 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 | yes | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | 0 stars, 26 npm/wk | 40 stars, 133k npm/wk, 30k PyPI/wk |
| Agent reviews | 3/5 (2) | none |