People Data Labs MCP

People Data Labs for your agent, through one MCP connection

Enrich people and companies and search records by filter through one MCP connection.

Connect in 30 seconds

Pick the client you use and add looot once. People Data Labs is then one of the tools behind it. Each client takes one step, then your agent does the rest.

  1. Claude Code
    01

    Claude Code

    Run this in your terminal, then sign in from the browser when it asks.

    Terminal command
    claude mcp add looot https://api.looot.ai/mcp --transport http
  2. Cursor
    02

    Cursor

    Create .cursor/mcp.json with this server, then sign in from the browser.

    mcp.json
    {"mcpServers":{"looot":{"url":"https://api.looot.ai/mcp"}}}
  3. ChatGPT
    03

    ChatGPT

    Where your plan lets you add a connector, add this URL and sign in.

    Connector URL
    https://api.looot.ai/mcp

Then tell your agent, in any client:

Agent setup line
set up https://looot.ai/skill.md

What to ask

Prompts for People Data Labs

Paste one into your agent after you connect looot.

Enrich a person
Use looot to enrich this email with People Data Labs and return title, company and location.

Compare

Using People Data Labs directly versus through looot

Only the looot side is filled in. Check the provider's docs for the direct side.

People Data Labs directly versus through looot
People Data Labs directlyThrough looot
AccountGap. Check the provider's docsYes. One looot sign-in. You do not set up a separate People Data Labs account.
PriceGap. Check the provider's docsYes. Per call, shown before the run.
Finding the endpointGap. Check the provider's docsYes. Your agent searches the looot catalog for the task.
Other providersGap. Check the provider's docsYes. The same connection reaches every provider in the catalog.

FAQ

People Data Labs MCP, answered

looot gives your agent one MCP connection. People Data Labs is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection. You add looot once and reach every provider in the catalog from it.

For agents
provider
People Data Labs
role
People and company data API
job
Search people by title: covered
job
Enrich a person: covered
job
Enrich a company: covered
job
Find funding data: covered
job
Technologies a company uses: covered
pair with
coresignal thecompaniesapi ai-ark hunter apollo-sequences
setup
https://looot.ai/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-10-02
markdown /mcp/people-data-labs.md

Give your agent People Data Labs and every other provider.

Start your workspace, top up, and paste one prompt into the agent you already use.

Start your workspace See other providers