MFG Calcs

The crawler scoreboard: who actually shows up.

The public scoreboard of AI crawlers and agents on mfgcalcs.com: named bots, return visits, IP-verified shares, and the MCP discovery-to-invocation funnel.

About this page

Someone wants to see which AI crawlers visit mfgcalcs.com, how the measurement works, and whether agents actually use the tools.

Last reviewed 2026-10-01.