Northwind
LogisticsWe moved our internal freight-tracking agent onto MCP in a week. Preview deployments per branch meant ops could try changes before they shipped.
Amara Osei, Staff Engineer
12 → 2 days
release cycle
Customers
From solo developers to platform teams, these are the people shipping MCP to production.
Northwind
LogisticsWe moved our internal freight-tracking agent onto MCP in a week. Preview deployments per branch meant ops could try changes before they shipped.
Amara Osei, Staff Engineer
12 → 2 days
release cycle
Aperture
AnalyticsCross-client testing caught three regressions that only showed up in one client. That used to be a support ticket two weeks later.
Rahul Mehta, Head of Platform
98.7%
tool-call success
Lumen Labs
Developer toolsThe submission pack got us through marketplace review on the first attempt. The publishing checks are the reason.
Sofia Marchetti, Founder
1st
submission accepted
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