Surf is a remote MCP server that gives an AI agent 2 tools, among them comprehend_api, list_surfaces. It answers at https://mcp.geckovision.tech/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 12 September 2026; the last check, on 24 October 2026, succeeded.
Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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.j Inputs: url, from_docs |
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. |
Every block below points at https://mcp.geckovision.tech/mcp. Pick your client and copy.
claude mcp add --transport http surf https://mcp.geckovision.tech/mcp
{
"mcpServers": {
"surf": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.geckovision.tech/mcp"]
}
}
}{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}{
"servers": {
"surf": {
"type": "http",
"url": "https://mcp.geckovision.tech/mcp"
}
}
}{
"context_servers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}{
"mcpServers": {
"surf": {
"serverUrl": "https://mcp.geckovision.tech/mcp"
}
}
}{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}name: Surf
version: 0.0.1
schema: v1
mcpServers:
- name: Surf
type: streamable-http
url: https://mcp.geckovision.tech/mcp{
"mcpServers": {
"surf": {
"httpUrl": "https://mcp.geckovision.tech/mcp"
}
}
}{
"mcpServers": {
"surf": {
"type": "http",
"url": "https://mcp.geckovision.tech/mcp"
}
}
}{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.geckovision.tech%2Fmcp&type=streamable_http&id=surf&name=Surf
It answered our last check on 24 October 2026 in 403 ms. Over 6 checks since 12 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by geckovision.tech and served from mcp.geckovision.tech, the vendor's own domain: https://mcp.geckovision.tech/mcp.
2, as returned by the server's own tools/list on 23 September 2026: comprehend_api, list_surfaces.
It answered our last check on 24 October 2026 in 403 ms. Over 6 checks since 12 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.geckovision.tech/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: tech.geckovision. Endpoint host: mcp.geckovision.tech. ARD identifier: urn:air:tech.geckovision:mcp:surf.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.