People Data Labs MCP Server

Q: How many records can I enrich at once in bulk?

You can enrich up to 100 records per request using the pdlbulkenrichperson or pdlbulkenrichcompany tools by passing a JSON array of request objects.

Enrich person and company profiles with B2B data — access millions of records for lead generation, identity resolution, and market intelligence.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

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Pdl autocomplete on People Data Labs

Get autocomplete suggestions for Search API query values

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Pdl bulk enrich company on People Data Labs

Bulk enrich up to 100 companies

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Pdl bulk enrich person on People Data Labs

Bulk enrich up to 100 persons

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Pdl clean company on People Data Labs

Clean and standardize raw company data

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Pdl clean location on People Data Labs

Clean and standardize raw location data

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Pdl clean school on People Data Labs

Clean and standardize raw school data

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Pdl enrich company on People Data Labs

Enrich a company profile

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Pdl enrich ip on People Data Labs

Enrich an IP address

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Pdl enrich job title on People Data Labs

Enrich a job title to find similar titles and relevant skills

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Pdl enrich person on People Data Labs

Enrich a person profile using attributes

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Pdl identify person on People Data Labs

Returns match_score. Identify multiple possible person profiles

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Pdl search company on People Data Labs

Provide either an Elasticsearch DSL query or a SQL query. Search the Company Dataset using Elasticsearch DSL or SQL

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Pdl search job posting on People Data Labs

Search active and historical job postings

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Pdl search person on People Data Labs

Provide either an Elasticsearch DSL query or a SQL query. Search the Person Dataset using Elasticsearch DSL or SQL

Security & Code Integrity Audit

Every tool in the People Data Labs MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

FScore: 43.65

How Vinkius protects your data

How does the AI access my passwords and credentials?

It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

What if the AI ends up reading customer data or confidential information?

We have a built-in digital "bodyguard" called DLP (Data Loss Prevention). If a tool fetches data and the response contains social security numbers, credit cards, or personal customer info, Vinkius magically blocks and erases that information before it is delivered to the AI. The AI works only with what is strictly necessary, and your sensitive data never leaks.

How many records can I enrich at once in bulk?

You can enrich up to 100 records per request using the pdl_bulk_enrich_person or pdl_bulk_enrich_company tools by passing a JSON array of request objects.

Automated Workflows using People Data Labs

This integration supports direct MCP execution, enabling your chatbots to query and modify data within these specific environments.

Prompting b2b data Workflows

The People Data Labs toolkit provides structured tools for b2b data. It enables conversational interfaces like Claude Code to query and modify data within your data analytics infrastructure.

Prompting data enrichment Workflows

Integrate the People Data Labs server to handle data enrichment requests natively. It provides the schemas required for ChatGPT and Cursor to manage data analytics data.