Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.
Listed on
- Official MCP Registry
- Glamavia MCP Toplist
- PulseMCPvia MCP Toplist
First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
3
Directories
2 via MCP Toplist
2
Tools
From an anonymous probe
C
ToolBench grade
Arcade’s grade, not ours
8
GitHub stars
From MCP Toplist
Tools
| Tool | Description | Behaviour |
|---|---|---|
| comprehend_api | Submit an API's OpenAPI URL (or a human docs page URL with from_docs=true) and get it comprehended into first-call-correct agent tools — no integration code. Returns the API name, its usable tools, agent-native artifacts (llms.txt / gecko.json / tools.md), and self-host next steps. Comprehends and returns to YOU only: it does not host, publicly list, or register your API. | Read-only |
| list_surfaces | Every API surface served on this host, with the MCP URL to reconnect to. Use it when you landed on the host root and need a specific API. Free, instant, and it lists only what the public index lists. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | tech.geckovision/surf | - | 2 Oct 2026 |
| Glama | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||
| PulseMCP | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||