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People Data Labs provides a B2B data platform with nearly 3 billion person profiles and extensive company data. Enrich, search, and identify people and companies using email, phone, name, LinkedIn profile, company domain, and more. Includes person enrichment, company enrichment, IP enrichment, autocomplete, and cleaner APIs.
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Browse all toolsDomain knowledge for People Data Labs Tools — workflow patterns, data models, and gotchas for your AI agent.
Hydrate people from emails, phones, or social URLs; search wide directories; stitch partial facts into confident matches; run bulk batches; and refetch prior snapshots by id. Companies resolve from domains or names with the same search-and-clean patterns. Utilities cover IP context, field autocomplete, and normalization helpers for titles, locations, and schools.
Check People Data Labs account credits, usage, and rate limits. Free — no credits.
Autocomplete People Data Labs field values. Returns suggestions with record counts. Fields: company, country, industry, location, major, region, role,...
Bulk enrich 1-100 companies in one request. Same params as company_enrich per item. 1 credit/match. Use instead of individual calls for multiple looku...
Normalize messy company name/website/profile to canonical People Data Labs form. Returns cleaned name, website, industry, location, People Data Labs I...
Enrich a company from People Data Labs. Returns size, industry, location, founded, funding, employees, socials. Requires: name OR website OR profile O...
Search People Data Labs company dataset via ES query DSL or SQL (not both). 1 credit/record. 10 req/min. Fields: name, website, ticker, type(private|p...
Enrich an IP to find associated company, geolocation, ISP. Optionally include person data. 2B+ IPs in dataset. 1 credit/match.
Classify a job title into standardized role, sub_role, and seniority levels.
Normalize raw location string to structured locality/region/country/geo. e.g. 'sf bay area' -> San Francisco, CA, US. Free — no credits.
Bulk enrich 1-100 people in one request. Same params as person_enrich per item. 1 credit/match. Use instead of individual calls for multiple lookups.
Bulk fetch 1-100 person records by People Data Labs IDs. 1 credit/record.
Query person record changes between People Data Labs dataset versions (added/deleted/updated/merged/opted_out). Free — no credits. Paginate with scrol...
Enrich a person from People Data Labs' 3B+ profiles. Returns employment, education, emails, phones, socials. Min input: email OR phone OR profile OR (...
Find multiple people matching broad inputs (unlike enrich which returns one best match). Returns up to 20 ranked results. Use when a single attribute ...
Fetch a person record by People Data Labs ID (from prior enrich/search/identify). 1 credit.
Search People Data Labs person dataset via ES query DSL or SQL (not both). 1 credit/record. 10 req/min. Paginate with scroll_token. Fields: job_title,...
Normalize school/university name to canonical form. e.g. 'mit' -> 'Massachusetts Institute of Technology'. Free — no credits.
People Data Labs provides a B2B data platform with nearly 3 billion person profiles and extensive company data. Enrich, search, and identify people and companies using email, phone, name, LinkedIn profile, company domain, and more. Includes person enrichment, company enrichment, IP enrichment, autocomplete, and cleaner APIs. It provides 17 tools that AI agents can use through the Model Context Protocol (MCP).
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/people-data-labs. Authentication is handled automatically.
People Data Labs Tools provides 17 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.
People Data Labs Tools uses API Key. People Data Labs requires credentials. Connect via MCPBundles and authentication is handled automatically.
Connect People Data Labs Tools to any MCP client in minutes
Model Context Protocol lets AI tools call external capabilities securely through a single URL. This bundle groups tools behind an MCP endpoint that many clients can use.
Skip the manual setup! Use the .mcpb file format for one-click installation. Check the Claude Desktop tab for setup instructions.
Select ChatGPT, Cursor, Claude Code, or another tab for copy-paste config.
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