People Data Labs MCP Server with 14 Tools for Claude, Cursor, and AI Agents
Enrich person and company profiles with B2B data — access millions of records for lead generation, identity resolution, and market intelligence. Vinkius routes your AI agents directly to People Data Labs through a governed connection. 14 tools ready to use with Claude, ChatGPT, Cursor, or any AI agent — no hosting, no setup, connect in 30 seconds.
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Compatible with every major AI agent and IDE

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
What is the People Data Labs MCP Server?
The People Data Labs MCP Server routes AI agents like Claude, ChatGPT, and Cursor directly to People Data Labs via 14 tools. Enrich person and company profiles with B2B data — access millions of records for lead generation, identity resolution, and market intelligence. Powered by Vinkius — your credentials stay on your side of the connection, every request is auditable. Connect in under 2 minutes.
Built-in capabilities (14)
Tools for your AI Agents to operate People Data Labs
Ask your AI agent "Enrich the person profile for the email 'sean@peopledatalabs.com'." and get the answer without opening a single dashboard. With 14 tools connected to real People Data Labs data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by Vinkius — your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you the infrastructure to connect your AI agents to thousands of MCP servers — and deploy your own to the Vinkius Edge. Your credentials stay yours. Your data flows directly between your agent and the API. DLP blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade routing and governance, zero maintenance.
Build your own MCP Server with our secure development framework →The People Data Labs App Connector works with every AI agent you already use
…and any MCP-compatible client


















Use all 14 People Data Labs tools with your AI agents right now
Vinkius routes your AI agents to People Data Labs through a governed proxy. Beyond a simple connection, you get full visibility into every action your agents perform, with enterprise-grade security and up to 60% savings on AI costs.
Pdl autocomplete on People Data Labs
Get autocomplete suggestions for Search API query values
Pdl bulk enrich company on People Data Labs
Bulk enrich up to 100 companies
Pdl bulk enrich person on People Data Labs
Bulk enrich up to 100 persons
Pdl clean company on People Data Labs
Clean and standardize raw company data
Pdl clean location on People Data Labs
Clean and standardize raw location data
Pdl clean school on People Data Labs
Clean and standardize raw school data
Pdl enrich company on People Data Labs
Enrich a company profile
Pdl enrich ip on People Data Labs
Enrich an IP address
Pdl enrich job title on People Data Labs
Enrich a job title to find similar titles and relevant skills
Pdl enrich person on People Data Labs
Enrich a person profile using attributes
Pdl identify person on People Data Labs
Returns match_score. Identify multiple possible person profiles
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
Pdl search job posting on People Data Labs
Search active and historical job postings
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
What the People Data Labs MCP Server unlocks
Connect People Data Labs to your AI agent to access one of the most comprehensive B2B datasets available. Enrich profiles, identify prospects, and search through millions of person and company records using natural language.
What you can do
- Person Enrichment — Retrieve full professional profiles using just an email, phone number, or social media URL (LinkedIn, Twitter, etc.).
- Company Intelligence — Get detailed company metadata, including industry, size, location, and stock tickers.
- Advanced Search — Query the entire Person or Company dataset using SQL or Elasticsearch DSL directly from your conversation.
- Identity Resolution — Identify multiple potential profiles associated with a set of attributes to find the best match.
- Bulk Operations — Enrich up to 100 person or company records in a single request for high-scale workflows.
How it works
1. Subscribe to this server
2. Enter your People Data Labs API Key
3. Start enriching your CRM data or building lead lists from Claude, Cursor, or any MCP client
Who is this for?
- Sales & Marketing Teams — Instantly enrich inbound leads or build targeted outbound lists without manual research.
- Recruiters — Find detailed candidate histories and contact information directly from your workflow.
- Data Engineers — Perform complex dataset queries and cleaning operations using SQL through an AI interface.
Frequently asked questions about the People Data Labs MCP Server
Can I enrich a profile using only a LinkedIn URL?
Yes! Use the pdl_enrich_person tool and provide the LinkedIn URL in the profile parameter. The agent will return the full professional profile associated with that URL.
Is it possible to search for companies by industry and size using SQL?
Absolutely. Use the pdl_search_company tool and provide a SQL query like SELECT * FROM company WHERE industry='software' AND employee_count > 500. This gives you direct access to the full dataset.
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.
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We built the connector to People Data Labs. Now put your agents to work. Fully governed.
Vinkius is the AI Gateway with managed hosting. Stop building connectors. Every connection runs inside eight layers of security.
Hosted, sandboxed, and live on AWS. You don't provision anything. You don't maintain anything. You connect.
Every tool call, every token, every response. Logged and auditable. Data flows direct from People Data Labs to your agent. Nothing is stored on our side. Ever.
Eight governance layers on every request. Sensitive data redacted before it reaches the model. Kill switch if anything goes sideways. Always on.
