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What the data says

Which tools can find a work email address with an AI agent?

The short answer

29 products in this directory are tagged with this job. 22 of the 29 tagged entries have an official MCP server and 2 have a community one, so an agent can call 24 of them directly. 22 are reachable by one person without a contract. Counted 2026-08-25.

Email finding is the most commoditised job in the whole vocabulary and the one where coverage claims are least checkable. Every vendor quotes a hit rate, none of them quote it on your list, and this directory tests none of them.

What it can tell you is which ones an agent can call without you writing a client, and which ones you can get into without a contract.

The numbers, generated at build time

MeasureCount Of what
Entries tagged find-work-email29 of 293 directory entries
Distinct products29 the rest are cross listings
Official MCP server22vendor built and maintained
Community MCP server2built by somebody else
No server found5 on the date each entry was checked
Free to start12no payment, no sales call
Solo reachable22 free or paid self serve
Bench tested0 somebody here actually ran it

The ones with an official MCP server

10 more are on the linked page. The cut is the display limit, not a ranking.

The ones with a free tier

2 more are on the linked page. The cut is the display limit, not a ranking.

What this list is not

It is not a ranking and it is not a recommendation. A job tag means the vendor says the tool does this. Nobody here has run any of them: 0 tools in this directory are bench tested. Two tools on the same list can be wildly different in coverage, price and quality, and this directory does not claim to know which.

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

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