{ "data": { "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" ] } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/tools/geckovision-surf", "json": "https://www.anchorterminal.com/tools/geckovision-surf.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/tools/geckovision-surf.md", "slim": "https://www.anchorterminal.com/tools/geckovision-surf.min.md" }, "markdown": "# surf\n\n\u003e Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/\n\n- Kind: MCP server, by geckovision.tech (https://geckovision.tech)\n- Listed because: It's published in the registry under geckovision.tech, a namespace the registry only gives to whoever proves they control that domain.\n- What the official MCP registry says: Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.\n\n## Facts\n\n- MCP registry: `tech.geckovision/surf` 0.2.0\n- Endpoint: https://mcp.geckovision.tech/mcp (streamable HTTP)\n- Package: pypi `gecko-surf` (stdio)\n- Source: https://github.com/GeckoVision/gecko-surf\n- GitHub stars: 7\n- Registry entry updated: 2026-07-03\n\n## Tools\n\n- Tools it lists (2, about 336 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:25 UTC):\n - `comprehend_api` (read-only): 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.…\n - `list_surfaces` (read-only): 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…\n- How its tools read to an agent (0 errors, 0 warnings, 1 note, about 336 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):\n - note TC24 server: 2 of 2 tools have no outputSchema\n\n- JSON: https://www.anchorterminal.com/api/v1/tools/geckovision-surf.json\n- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming\n", "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" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Terminal", "url": "https://www.anchorterminal.com/tools/" }, { "name": "Indexed", "url": "https://www.anchorterminal.com/indexed/" }, { "name": "surf", "url": "" } ], "description": "surf, an MCP server by geckovision.tech, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.", "facts": [ "not reviewed", "not ranked", "facts only" ], "h1": "surf", "image": "https://www.anchorterminal.com/assets/og/indexed.png", "path": "/tools/geckovision-surf", "published": "", "section": "indexed", "title": "surf: MCP server, indexed from the official MCP registry", "toc": null, "updated": "2026-10-04", "url": "https://www.anchorterminal.com/tools/geckovision-surf" }, "tokens": { "markdown": 600, "slim": 530 }, "version": 1 }