MCP Server

surf

tech.geckovision/surf
Developer Tools Public & reachable MCP 2025-11-25

What this MCP does

Converts OpenAPI specifications or documentation pages into agent-ready tools and integration artifacts.

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 Open world Idempotent
Input schema
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': "The API's OpenAPI spec URL (or a docs page URL if from_docs)."}, 'from_docs': {'type': 'boolean', 'default': False, 'description': 'Recover the surface from a human docs page instead of an OpenAPI spec. Results are quarantined pending review.'}}}
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 Idempotent
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
Added
list_surfaces
Sept. 17, 2026, 12:55 p.m.
Added
comprehend_api
Sept. 17, 2026, 12:55 p.m.