Any API, agent-ready — first call correct.
Reads the docs, hides the auth, gets the call right.
$ /plugin marketplace add GeckoVision/gecko-surfTHE PROBLEM
Your agent one-shots Stripe. Then it hits the API you actually need — and falls apart.
Wrong endpoint. Wrong auth. 401 after 401 — until you hand-write the client again.
Stop babysitting integrations.
Right call, right auth — by intent.
Ship without leaking keys.
Credentials injected at call time. Never exposed.
Prove it works before you pay.
$0 offline simulation. Correct before a live request.
For agent builders
Your agent calls any API right — the first time.
- One command adds any OpenAPI to your agent as intent-shaped tools.
- Auth is wired and hidden — no key ever touches your prompt.
- $0 offline simulation before any live request is made.
For API providers
Make your API the one agents reach for.
- First-call-correct MCP tools — no integration code needed.
- Wire to x402 and every correct call settles. You keep 100%.
- Flat monthly fee per API. Never a take-rate.
- 600+
- tests green
- 2
- real APIs, live on Solana
- 10→65%
- first-call-correct on a painful API (measured)
- 8/8 → 0/8
- poisoned-spec attacks blocked
HOW IT WORKS
A human-shaped API becomes a call your agent gets right — in four steps.
COMPREHEND
LiveA human-shaped spec becomes a tool your agent picks by intent.
Point Gecko at any OpenAPI — no provider help. A handful of intent-shaped tools. Auth resolved before a call goes out.
SIMULATE
LiveProve the call before you spend a cent.
recorded mode synthesizes responses from the schema. $0, fully offline — correct before a live request goes out.
TEST
LiveTests that prove first-call-correctness.
gecko test generates tests that assert the call matches the spec — run offline for $0.
GO LIVE
LiveA hosted MCP your agent adds in one line.
One command. Credentials injected at call time — we're the control plane, never the data plane.
FAQ
Questions, before you install.
Do you store my API keys or data?+
No. Control-plane only — we store the API surface and tool defs, never a response payload or secret.
What if my API has no OpenAPI spec?+
We read the docs. For Mintlify, Redoc, and Scalar we discover the spec behind the page. If we can't find one, we tell you what to paste.
Is it free?+
The engine is open source and free. Providers pay a flat per-API fee — never a take-rate.
Does it work outside Claude Code?+
Yes — Cursor or any MCP client via the hosted endpoint, or as a Python library with recorded mode ($0) or live.
How is this different from an MCP wrapper?+
A wrapper exposes raw operations. Gecko makes the call first-call-correct and keeps it correct as the API changes.