{
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-04",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.3",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
  },
  "tool": {
    "category": "",
    "endpoint": "https://mcp.geckovision.tech/mcp",
    "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/geckovision-surf.json",
    "kind": "mcp",
    "listed": "indexed",
    "liveUrl": "https://www.anchorterminal.com/api/v1/live/geckovision-surf.json",
    "markdownUrl": "https://www.anchorterminal.com/tools/geckovision-surf.md",
    "mcpTools": {
      "check": {
        "checker": "anchor-check/1.0",
        "totalTokens": 336,
        "counts": {
          "error": 0,
          "note": 1,
          "warn": 0
        },
        "findings": [
          {
            "rule": "TC24",
            "severity": "note",
            "message": "2 of 2 tools have no outputSchema",
            "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
          }
        ]
      },
      "checkedAt": "2026-10-04T22:25:57Z",
      "count": 2,
      "schemaTokens": 336,
      "status": "ok",
      "tools": [
        {
          "name": "comprehend_api",
          "description": "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.",
          "inputSchema": {
            "properties": {
              "from_docs": {
                "default": false,
                "description": "Recover the surface from a human docs page instead of an OpenAPI spec. Results are quarantined pending review.",
                "type": "boolean"
              },
              "url": {
                "description": "The API's OpenAPI spec URL (or a docs page URL if from_docs).",
                "type": "string"
              }
            },
            "required": [
              "url"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": true,
            "title": "Comprehend an API"
          }
        },
        {
          "name": "list_surfaces",
          "description": "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.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {},
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List hosted surfaces"
          }
        }
      ]
    },
    "name": "surf",
    "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
    "packages": [
      {
        "registryType": "pypi",
        "identifier": "gecko-surf",
        "version": "0.2.0",
        "transport": "stdio"
      }
    ],
    "pageJsonUrl": "https://www.anchorterminal.com/tools/geckovision-surf.json",
    "popularity": {
      "githubStars": 7
    },
    "registryName": "tech.geckovision/surf",
    "remotes": [
      {
        "type": "streamable-http",
        "url": "https://mcp.geckovision.tech/mcp"
      }
    ],
    "repository": "https://github.com/GeckoVision/gecko-surf",
    "reviewed": false,
    "slug": "geckovision-surf",
    "source": "the official MCP registry",
    "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=tech.geckovision/surf",
    "summary": "Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.",
    "updatedAt": "2026-07-03T06:21:18Z",
    "url": "https://www.anchorterminal.com/tools/geckovision-surf",
    "vendor": "geckovision.tech",
    "vendorUrl": "https://geckovision.tech",
    "version": "0.2.0",
    "websiteUrl": "",
    "where": "both",
    "why": [
      "vendor"
    ]
  }
}