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GetKeri
Turn any OpenAPI into an MCP server agents can actually use
GetKeri turns any OpenAPI spec into an MCP server AI agents can actually use. Unlike wrappers that dump every endpoint, Keri curates focused, task-level tools, adds readiness scoring, simulation traces, and live call testing, then outputs install-ready MCP configs for Cursor/Claude. Hosted + local options, plus safer token handling, make onboarding fast and production rollout more reliable.
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.
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About GetKeri on Product Hunt
“Turn any OpenAPI into an MCP server agents can actually use”
GetKeri was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #130 on the daily leaderboard. GetKeri turns any OpenAPI spec into an MCP server AI agents can actually use. Unlike wrappers that dump every endpoint, Keri curates focused, task-level tools, adds readiness scoring, simulation traces, and live call testing, then outputs install-ready MCP configs for Cursor/Claude. Hosted + local options, plus safer token handling, make onboarding fast and production rollout more reliable.
GetKeri was featured in Developer Tools (515.4k followers), Artificial Intelligence (473.1k followers) and Vercel Day (20 followers) on Product Hunt. Together, these topics include over 181.4k products, making this a competitive space to launch in.
Who hunted GetKeri?
GetKeri was hunted by Harsh. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how GetKeri stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Harsh