Use People Data Labs with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Enrich person and company profiles with B2B data. access millions of records for lead generation, identity resolution, and market intelligence.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 14 capabilities
The complete People Data Labs capability set.
These are the exact actions your AI can choose when you ask it to work with People Data Labs.
01-04
4 capabilities in this set.
Part of 14 available through People Data Labs.
- 01
Pdl clean company
Clean and standardize raw company data
- 02
Pdl clean location
Clean and standardize raw location data
- 03
Pdl clean school
Clean and standardize raw school data
- 04
Pdl autocomplete
Get autocomplete suggestions for Search API query values
05-08
4 capabilities in this set.
Part of 14 available through People Data Labs.
- 05
Pdl bulk enrich company
Bulk enrich up to 100 companies
- 06
Pdl bulk enrich person
Bulk enrich up to 100 persons
- 07
Pdl enrich company
Enrich a company profile
- 08
Pdl enrich ip
Enrich an IP address
09-11
3 capabilities in this set.
Part of 14 available through People Data Labs.
- 09
Pdl enrich job title
Enrich a job title to find similar titles and relevant skills
- 10
Pdl enrich person
Enrich a person profile using attributes
- 11
Pdl identify person
Returns match_score. Identify multiple possible person profiles
12-14
3 capabilities in this set.
Part of 14 available through People Data Labs.
- 12
Pdl search company
Provide either an Elasticsearch DSL query or a SQL query. Search the Company Dataset using Elasticsearch DSL or SQL
- 13
Pdl search job posting
Search active and historical job postings
- 14
Pdl search person
Provide either an Elasticsearch DSL query or a SQL query. Search the Person Dataset using Elasticsearch DSL or SQL
Observed, not estimated
1052ms average. Fast in production.
People Data Labs is checked daily against the live service.
- Fastest day
- 860ms
- Slowest day
- 1288ms
- 14-day trend
- Slowing+5%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 14 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of People Data Labs, so you can see the experience inside your AI.
It does not authenticate your account with People Data Labs. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
People Data Labs Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_wzY1fgS0ka0dhrlZlAoYp1KN6b1WKuoRwE9DUT9I/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — People Data Labs capabilities are ready to use.
{
"mcpServers": {
"people-data-labs-mcp": {
"url": "https://edge.vinkius.com/vk_preview_wzY1fgS0ka0dhrlZlAoYp1KN6b1WKuoRwE9DUT9I/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions People Data Labs owners ask.
- 01
Can I enrich a profile using only a LinkedIn URL?
Yes! Use the pdl_enrich_person capability and provide the LinkedIn URL in the profile parameter. The agent will return the full professional profile associated with that URL.
- 02
Is it possible to search for companies by industry and size using SQL?
Absolutely. Use the pdl_search_company capability 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.
- 03
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 capabilities by passing a JSON array of request objects.
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