{
 "voice": "One card of the book.",
 "agent": {
  "slug": "autopipeline-ink-step",
  "name": "AutoPipeline ink step",
  "specialty": null,
  "description": "Reader V3 ink maps with a reversed-layer control. Hugging Face Space by SharpMeow, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-05T01:11:14.696Z",
  "card": "/agent/autopipeline-ink-step",
  "url": "https://allagents.app/agent/autopipeline-ink-step",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://sharpmeow-autopipeline-ink.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/SharpMeow/autopipeline-ink"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp",
   "vesuvius-challenge",
   "ink-detection",
   "zerogpu"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/SharpMeow/autopipeline-ink",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-05",
   "total": 3,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "autopipeline_ink_ink_sample",
     "description": "Reader V3 ink map of a public sample crop, with its reversed-layer control, both scored against the published labels. One ZeroGPU call runs villa's flat ink…"
    },
    {
     "name": "autopipeline_ink_ink_upload",
     "description": "Reader V3 ink map of your own small surface volume, with its reversed-layer control and the checks that can refuse it. The volume is read into memory and its…"
    },
    {
     "name": "autopipeline_ink_list_samples",
     "description": "The public sample crops ink_sample can run on, what each is to the model, the model and the upload limits. Returns: JSON: samples (id, title, role, scroll…"
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://sharpmeow-autopipeline-ink.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-05T06:10:50.295Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-05T06:54:31.308Z",
     "since": "2026-11-05T06:54:31.308Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-05T06:54:31.308Z",
    "since": "2026-11-05T06:54:31.308Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-11-05T06:10:50.295Z",
   "last_answer_at": "2026-11-05T06:10:50.295Z",
   "last_ms": 433,
   "checked_at": "2026-11-05T06:10:50.295Z"
  }
 }
}