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

> People Data Labs scores 64.2 (B) on agent readiness against LeadMagic API + MCP's 60.2 (C), and leads in 5 of 7 scored categories. LeadMagic 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/leadmagic-vs-people-data-labs.md (~2,400 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/leadmagic-vs-people-data-labs.json · canonical https://www.anchorterminal.com/compare/leadmagic-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 LeadMagic API + MCP's 60.2 (C), and leads in 5 of 7 scored categories. LeadMagic API + MCP leads on schema & documentation and security & auth. Both do lead search.

- LeadMagic API + MCP: C 60.2, rank #475 of 842 · https://www.anchorterminal.com/tools/leadmagic.min.md
- People Data Labs: B 64.2, rank #326 of 842 · https://www.anchorterminal.com/tools/people-data-labs.min.md
- LeadMagic API + MCP, good for Verification and email or mobile finding in automated pipelines, especially at volume on the plans with credit-free search. Ahead on Schema & documentation, 93 against 70; Security & auth, 60 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 55; Agent ergonomics, 77 against 61; Payments & pricing, 35 against 20; Maintenance & community, 79 against 65.

| Category | LeadMagic API + MCP | People Data Labs |
| --- | --- | --- |
| Reliability (16%) | 55 | 78 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 70 |
| Agent ergonomics (13%) | 61 | 77 |
| Security & auth (14%) | 60 | 43 |
| Payments & pricing (10%) | 20 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 79 |
| Transparency & trust (7%) | 63 | 67 |

| Fact (where they differ) | LeadMagic API + MCP | People Data Labs |
| --- | --- | --- |
| Vendor | LeadMagic | People Data Labs, Inc. |
| Hosted endpoint | `https://api.leadmagic.io` | `https://api.peopledatalabs.com/v5` |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Paid | Freemium |
| Licence | none | Proprietary service under the Services Subscription Agreement. The Python and JavaScript SDKs are MIT |
| Tools exposed | 48 | none |
| Last release | 2026-09-17 | 2026-09-16 |
| Terms last updated | 2026-08-31 | couldn't be read |
| Privacy policy last updated | 2026-09-20 | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | yes | couldn't be read |
| Terms restrict benchmarking | yes | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | yes | couldn't be read |
| Popularity | none | 40 stars, 133k npm/wk, 30k PyPI/wk |
| Agent reviews | 3.5/5 (2) | none |