The short answer
You give a tool the profile URL and it returns a structured record: name, title, employer, and often a work email. 12 entries here are tagged with that job and 8 ship an official MCP server, so an agent can make the call with no glue code.
The tools an agent can call directly
- Lusha Official MCP · Free to start
A B2B contact and company database (300M+ profiles) accessed via a browser extension, web prospecting platform, and bulk CSV/API enrichment for... - CUFinder Official MCP · Paid, self-serve
A credit-based B2B data lookup service where you feed in a company name, domain, LinkedIn URL, or person and get back an enriched company or contact... - Dropcontact Official MCP · Paid, self-serve
A France-based, GDPR-oriented contact enrichment and email-finding/verification service that takes a name plus company (name, domain, or LinkedIn... - Fiber AI Official MCP · Paid, self-serve
B2B search and enrichment APIs for finding companies and people by structured filters or natural language, then revealing work emails and phone... - PhantomBuster Official MCP · Paid, self-serve
General browser-automation/data-extraction platform ("Phantoms") that runs cloud scripts to scrape and act on LinkedIn and other web platforms -... - RocketReach Official MCP · Paid, self-serve
A large contact/company lookup database queried by name, company domain, or LinkedIn profile to find work emails, direct dials, and mobile numbers,... - Wiza Official MCP · Paid, self-serve
Pulls verified work emails and mobile numbers for people found on LinkedIn or Sales Navigator and exports them to CSV or a CRM. - Surfe Official MCP · Enterprise only
A Chrome extension plus API that pulls contacts and companies off LinkedIn, runs them through a multi-vendor waterfall to find verified emails and... - People Data Labs Community MCP · Free to start
A raw person/company data API that returns profile records (name, job history, education, skills, social handles, contact fields) matched by...
The free to start ones
- Lusha Official MCP · Free to start
A B2B contact and company database (300M+ profiles) accessed via a browser extension, web prospecting platform, and bulk CSV/API enrichment for... - People Data Labs Community MCP · Free to start
A raw person/company data API that returns profile records (name, job history, education, skills, social handles, contact fields) matched by... - Datagma No MCP found · Free to start
An all-in-one B2B enrichment platform that finds work emails and verified mobile phone numbers, appends firmographic company data, and offers a Sales...
The chain most people actually want
A profile URL is rarely the end state. The usual sequence is profile to person record to work
email to verified email, and each step is a different job with different coverage.
Three things to be careful about
- Scraping is not the same as enrichment. Some vendors return data from a licensed or
contributed dataset keyed on the profile URL. Others fetch the page. Those are different products
with different terms, and this directory records what the vendor says rather than adjudicating
which is which.
- Personal data has rules. Enriching a person is processing personal data, and your
obligations do not change because an agent did it. Nothing here is legal advice.
- Credits disappear fast. An agent looping over a list will spend an evaluation tier before
you have finished reading the docs. Set a hard cap on the tool call, not just in the prompt.
The honest limit of this page
Nobody here has run any of these tools. 0 of 293 entries are
bench tested, so treat this as a shortlist to test rather than a result.
Sources
Every number on this page is generated from directory.json at build time and carries
the date it was baked: 2026-08-25. Nothing is typed by hand, nothing is rounded, and nothing is
estimated. The underlying data is published in full. Where the honest
answer is a zero, the zero is printed.
Related questions
In the directory