What can People Data Labs MCP by usefulapi do?

It exposes 8 tools: pdl_person_enrich, pdl_person_identify, pdl_person_search, pdl_company_enrich, pdl_company_search, pdl_ip_enrich, pdl_autocomplete, pdl_job_posting_search.

Is People Data Labs MCP by usefulapi safe and reliable?

Trust score 82/100 (grade B), based on live reachability, verified publisher, maintenance, adoption, transparency and tool quality. See our methodology.

Servers / Search & Research

People Data Labs MCP by usefulapi

io.usefulapi/peopledatalabs

Enrich and search people and companies, resolve identities, and enrich IP addresses.

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Yes, your AI can use this right now.Answered a live MCP handshake in 161 ms with no sign-in needed and exposes 8 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://peopledatalabs.usefulapi.io/mcp

Settings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://peopledatalabs.usefulapi.io/mcp

{
  "mcpServers": {
    "peopledatalabs": {
      "url": "https://peopledatalabs.usefulapi.io/mcp"
    }
  }
}

claude mcp add --transport http peopledatalabs https://peopledatalabs.usefulapi.io/mcp

{
  "servers": {
    "peopledatalabs": {
      "type": "http",
      "url": "https://peopledatalabs.usefulapi.io/mcp"
    }
  }
}

8 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.

pdl_person_enrichread-only

Find the single best-matching person profile for a set of identifying attributes (name, email, phone, profile URL, company, etc.). Returns one record plus a likelihood score (1-10), or a 404 'no match' body. Use uniquely-identifying inputs for best results. API: GET /person/enrich.

pdl_person_identifyread-only

Given broad, possibly-ambiguous attributes about a person, return up to 20 strongly-related profiles ranked by match score. Sits between enrich (1:1) and search (open-ended) — ideal when you can't uniquely resolve someone. API: GET /person/identify.

pdl_person_searchread-only

Search the full PDL Person Dataset with an Elasticsearch query object OR a SQL string over the Person Schema (e.g. everyone with job_title_role='engineering' at a company). Returns matching profiles sorted by completeness; paginate with scroll_token. Each returned record costs 1 credit. API: POST /person/search.

pdl_company_enrichread-only

Find the single best-matching company record. Requires a non-ambiguous input — name OR website OR ticker OR profile (website/ticker/profile resolve more reliably than name). Returns firmographics (industry, size, location, etc.) or a 404 'no match' body. API: GET /company/enrich.

pdl_company_searchread-only

Search the full PDL Company Dataset with an Elasticsearch query object OR a SQL string over the Company Schema (e.g. all SaaS companies with 50-200 employees in the US). Paginate with scroll_token. Each returned record costs 1 credit. API: POST /company/search.

pdl_ip_enrichread-only

Enrich an IP address with its location, company, and (optionally) associated person data via a 1:1 match against PDL's IP dataset. API: GET /ip/enrich.

pdl_autocompleteread-only

Get suggested values for a search field along with the number of available records for each — useful for building valid Person/Company Search queries. Free on all plans. API: GET /autocomplete.

pdl_job_posting_searchread-only

Search PDL's Job Posting Dataset (millions of active & historical postings sourced from company career pages) with an Elasticsearch query object OR a SQL string. Beta — may require plan access (HTTP 403 if not enabled). Each returned posting costs 1 credit. API: POST /job_posting/search.

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People Data Labs MCP by usefulapi

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8 tools, verified live

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