We built GetKeri after repeatedly seeing the same failure mode: teams wire an API to agents, but the agent gets flooded with too many tools, low-signal descriptions, and brittle auth/setup steps. The result is “it technically connects” but fails in real workflows. Our goal was simple: make APIs agent-ready in practice, not just in theory. During development, we shifted from “convert OpenAPI to MCP” to a full readiness flow: curate toolsets so agents get focused capabilities, run live/simulated checks before shipping, generate install-ready MCP configs that work fast in real clients. The hardest lesson was UX reliability: tiny setup mismatches (naming, auth format, stale config) kill trust. So we leaned into guardrails, clearer validation, and hosted MCP testing. This launch is our free beta. If you try it, we’d love blunt feedback on where your agent workflow still breaks — that’s what we’re optimizing for.

GetKeri

Turn any OpenAPI into an MCP server agents can actually use

Turn any OpenAPI into an MCP server agents can actually use