give your AI agents real-world data.

enrichcli is MCP-ready and outputs structured JSON. Pipe people, company, and domain data directly into your agent workflows — no API wrapper needed.

get started free

the problem

AI agents are powerful reasoners but blind to real-world data. When your agent needs to know who works at a company, what tech stack they run, or whether an email is valid — it has nowhere to look. Building custom data integrations for every agent is slow and fragile.

how it works

step 1

enrich from any agent

Pass an email, domain, or LinkedIn URL and get structured JSON back. Your agent parses the output directly — no SDK, no client library, no API wrapper.

$ enrich email ceo@stripe.com --json

{

"name": "Patrick Collison",

"title": "CEO",

"company": "Stripe",

"email_verified": true

}

step 2

use as an MCP tool

enrichcli works as a Model Context Protocol tool. Your agent calls it like any other tool — pass an email, domain, or LinkedIn URL, get structured data back.

// MCP tool definition

{

"name": "enrichcli",

"description": "Enrich people and company data",

"input": { "email": "ceo@stripe.com" },

"output": { "name": "Patrick Collison", ... }

}

step 3

chain enrichments

Enrich a person, extract their company domain, enrich that domain too. All in one pipeline. Your agent can compose multi-step research workflows with standard Unix pipes.

$ enrich email user@acme.com --json \

| jq -r .company.domain \

| xargs enrich domain --json

{

"domain": "acme.com",

"company": "Acme Corp",

"employees": "500+",

"tech_stack": ["React", "Node.js", "PostgreSQL"]

}

why developers use enrichcli for agents

MCP-ready

Works as a Model Context Protocol tool out of the box. Your AI agent can call enrichcli like any other tool in its toolkit.

structured JSON output

Every enrichment returns clean, typed JSON. No parsing HTML, no scraping, no brittle integrations.

pipe-native

Unix philosophy. Pipe enrichcli output to jq, Python, your agent framework, or chain multiple enrichments together.

start enriching data for your agents in under a minute.

get started free

50 free enrichments per day. no credit card required.