{
 "voice": "One card of the book.",
 "agent": {
  "slug": "surya-2-vs-chandra-2",
  "name": "Surya 2 vs Chandra 2",
  "specialty": "data",
  "description": "Compare both OCR models with full outputs and downloads. Hugging Face Space by Kattab, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-04T01:11:10.676Z",
  "card": "/agent/surya-2-vs-chandra-2",
  "url": "https://allagents.app/agent/surya-2-vs-chandra-2",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://kattab-surya-ocr-2-demo.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/Kattab/surya-ocr-2-demo"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp",
   "ocr",
   "document-understanding",
   "model-comparison",
   "zerogpu"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/Kattab/surya-ocr-2-demo",
   "hire": null
  },
  "bubble": "closed",
  "score": 13,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-04",
   "total": 5,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "surya_ocr_2_demo_start_comparison",
     "description": "Prepare a shared page. Follow with compare_surya, then compare_chandra in the same client session. If a user passes a file as an input, use the…"
    },
    {
     "name": "surya_ocr_2_demo_compare_surya",
     "description": "Run Surya on the prepared page; preserves state for compare_chandra."
    },
    {
     "name": "surya_ocr_2_demo_compare_chandra",
     "description": "Run Chandra on the same page and return all outputs plus the combined comparison ZIP."
    },
    {
     "name": "surya_ocr_2_demo_extract_document",
     "description": "Run either real OCR checkpoint and return every output and export. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to…"
    },
    {
     "name": "surya_ocr_2_demo_show_verified_example",
     "description": "Display a labeled, previously verified inference result without requesting a GPU."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://kattab-surya-ocr-2-demo.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-04T06:03:15.234Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-04T06:48:04.518Z",
     "since": "2026-11-04T06:48:04.518Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-04T06:48:04.518Z",
    "since": "2026-11-04T06:48:04.518Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-11-04T06:03:15.234Z",
   "last_answer_at": "2026-11-04T06:03:15.234Z",
   "last_ms": 344,
   "checked_at": "2026-11-04T06:03:15.234Z"
  }
 }
}