Enrich Layer for your agent, through one MCP connection
Give this to your agent
set up looot for Enrich Layer jobs - https://looot.ai/mcp/enrichlayer/skill.mdConnect in 30 seconds
Pick the client you use and add looot once. Enrich Layer is then one of the tools behind it. Each client takes one step, then your agent does the rest.
01Claude Code
Run this in your terminal, then sign in from the browser when it asks.
Terminal commandclaude mcp add looot https://api.looot.ai/mcp --transport http
02Cursor
Create .cursor/mcp.json with this server, then sign in from the browser.
mcp.json{"mcpServers":{"looot":{"url":"https://api.looot.ai/mcp"}}}
03ChatGPT
Where your plan lets you add a connector, add this URL and sign in.
Connector URLhttps://api.looot.ai/mcp
Then tell your agent, in any client:
Agent setup line
set up https://looot.ai/skill.mdWhat to ask
Prompts for Enrich Layer
Paste one into your agent after you connect looot.
Profile
Use looot to read this LinkedIn profile with Enrich Layer and summarise the work history: https://www.linkedin.com/in/jane-doe-example.
Company page
Use looot to enrich https://www.linkedin.com/company/stripe with Enrich Layer and return headcount, industry and headquarters.
Resolve a person
Use looot to find the LinkedIn profile of Jane Doe at example.com with Enrich Layer.
Jobs
What your agent can do with Enrich Layer
Prices are the cheapest live endpoint for each job, read from the looot catalog.
Platforms Enrich Layer covers on looot
Compare
Using Enrich Layer directly versus through looot
Only the looot side is filled in. Check the provider's docs for the direct side.
| Enrich Layer directly | Through looot | |
|---|---|---|
| Account | Gap. Check the provider's docs | Yes. One looot sign-in. You do not set up a separate Enrich Layer account. |
| Price | Gap. Check the provider's docs | Yes. Per call, shown before the run. |
| Finding the endpoint | Gap. Check the provider's docs | Yes. Your agent searches the looot catalog for the task. |
| Other providers | Gap. Check the provider's docs | Yes. The same connection reaches every provider in the catalog. |
FAQ
Enrich Layer MCP, answered
looot is not a server made by Enrich Layer. looot is one MCP connection that reaches Enrich Layer and every other provider in the catalog, billed per call. Check Enrich Layer's docs for a server of its own.
Add the looot MCP connection to Claude Code once, using the setup at https://looot.ai/skill.md. Then ask Claude Code to use looot for the job. Enrich Layer is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.
Add the looot MCP connection in Cursor's MCP settings, then ask the agent to use looot. Enrich Layer is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.
It works in any client that can add an MCP connection. Where your ChatGPT plan lets you add one, add looot and ask it to use looot. Enrich Layer is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.
The jobs on this page: read a linkedin profile, enrich a company from its linkedin page, find a linkedin profile from name and company, find personal emails for a profile, look up a person by phone number, search job posts. The page marks any job whose endpoints are not in the live catalog.
You pay per call. The price of each endpoint is shown before you run it, so your agent can check it first and pick the cheapest one that fits.
You connect to looot, not to Enrich Layer. looot makes the provider call for you and bills each call at the price shown before the run.
It searches the looot catalog for the task, reads the endpoint's parameters and price, and then calls it. You do not have to read Enrich Layer's docs first.
Providers that often go with Enrich Layer are Limadata, Dropleads, Coresignal, People Data Labs, TheirStack. All of them sit behind the same looot MCP connection.
A person's public LinkedIn profile from its URL, a company page, the profile that matches a first name and company domain, personal emails tied to a profile, and job posts. It reads public data only: it cannot log in to LinkedIn as you, send messages or post.
Limadata and Dropleads cover people and company lookups, Coresignal and People Data Labs hold professional records, and TheirStack searches job posts, all behind the same looot connection. See /mcp/limadata, /mcp/coresignal and /mcp/theirstack, or see /platforms/linkedin for every LinkedIn job.
For agents
- provider
- Enrich Layer
- role
- LinkedIn profile and company data
- job
- Read a LinkedIn profile: covered
- job
- Enrich a company from its LinkedIn page: covered
- job
- Find a LinkedIn profile from name and company: covered
- job
- Find personal emails for a profile: covered
- job
- Look up a person by phone number: covered
- job
- Search job posts: covered
- pair with
- limadata dropleads coresignal people-data-labs theirstack
- setup
- https://looot.ai/mcp/enrichlayer/skill.md
- llms.txt
- https://looot.ai/llms.txt
- updated
- 2026-10-02
markdown /mcp/enrichlayer.md
Give your agent Enrich Layer and every other provider.
Start your workspace, top up, and paste one prompt into the agent you already use.
