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People Data Labs Tools MCP Server

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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.

Managed
17 tools
Agent guide included

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AI Skill
SKILL.md

Domain knowledge for People Data Labs Tools — workflow patterns, data models, and gotchas for your AI agent.

People Data Labs

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.

Data Model

  • Person — single and bulk enrichment, fuzzy search, identity resolution, changelog diffs, and id-based retrieval.
  • Company — firmographic enrichment, directory search, and string normalization.
  • Utilities — quota visibility, IP enrichment, autocomplete, and structured cleaners.

Gotchas

  • Modular vs legacy: Prefer the short modular person/company/IP utilities over the older verbose-prefix variants that still ship for backward compatibility.
  • 404 on enrich: No match returns 404; handle gracefully.
  • Bulk limits: Bulk endpoints have size limits; chunk if needed.

Tools in this Server (17)

Account Status

Check People Data Labs account credits, usage, and rate limits. Free — no credits.

Autocomplete

Autocomplete People Data Labs field values. Returns suggestions with record counts. Fields: company, country, industry, location, major, region, role,...

Company Bulk Enrich

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...

Company Clean

Normalize messy company name/website/profile to canonical People Data Labs form. Returns cleaned name, website, industry, location, People Data Labs I...

Company Enrich

Enrich a company from People Data Labs. Returns size, industry, location, founded, funding, employees, socials. Requires: name OR website OR profile O...

Company Search

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...

Ip Enrich

Enrich an IP to find associated company, geolocation, ISP. Optionally include person data. 2B+ IPs in dataset. 1 credit/match.

Job Title Enrich

Classify a job title into standardized role, sub_role, and seniority levels.

Location Clean

Normalize raw location string to structured locality/region/country/geo. e.g. 'sf bay area' -> San Francisco, CA, US. Free — no credits.

Person Bulk Enrich

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.

Person Bulk Retrieve

Bulk fetch 1-100 person records by People Data Labs IDs. 1 credit/record.

Person Changelog

Query person record changes between People Data Labs dataset versions (added/deleted/updated/merged/opted_out). Free — no credits. Paginate with scrol...

Person Enrich

Enrich a person from People Data Labs' 3B+ profiles. Returns employment, education, emails, phones, socials. Min input: email OR phone OR profile OR (...

Person Identify

Find multiple people matching broad inputs (unlike enrich which returns one best match). Returns up to 20 ranked results. Use when a single attribute ...

Person Retrieve

Fetch a person record by People Data Labs ID (from prior enrich/search/identify). 1 credit.

Person Search

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,...

School Clean

Normalize school/university name to canonical form. e.g. 'mit' -> 'Massachusetts Institute of Technology'. Free — no credits.

Frequently Asked Questions

What is the People Data Labs Tools MCP server?

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).

How do I connect People Data Labs Tools to my AI agent?

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.

How many tools does People Data Labs Tools provide?

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.

What authentication does People Data Labs Tools require?

People Data Labs Tools uses API Key. People Data Labs requires credentials. Connect via MCPBundles and authentication is handled automatically.

Setup Instructions

Connect People Data Labs Tools to any MCP client in minutes

MCP URL
https://mcp.mcpbundles.com/bundle/people-data-labs

One-click install:

The link prefills the Add custom connector dialog — you still review the values and click Add, then Connect to complete OAuth.

Or add manually

  1. Open claude.ai → Settings → Connectors.
  2. Click the + button and choose Add custom connector.
  3. Set Name to People Data Labs Tools and paste the MCP URL into Remote MCP server URL.
  4. Click Add. People Data Labs Tools will appear under Not connected — select it and click Connect to complete OAuth.
Name: People Data Labs Tools
Remote MCP server URL: https://mcp.mcpbundles.com/bundle/people-data-labs
Authentication: OAuth

Custom connectors at claude.ai require a paid Claude plan (Pro, Max, Team, or Enterprise).

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People Data Labs Tools MCP Server & Skill — 17 Tools