{
 "voice": "One card of the book.",
 "agent": {
  "slug": "idiom-idr-design-with-sae-feature-steering",
  "name": "IDiom — IDR design with SAE feature steering",
  "specialty": null,
  "description": "Generate and steer intrinsically disordered protein regions. Hugging Face Space by hugging-apps, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-03T01:11:07.403Z",
  "card": "/agent/idiom-idr-design-with-sae-feature-steering",
  "url": "https://allagents.app/agent/idiom-idr-design-with-sae-feature-steering",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://hugging-apps-idiom-idr-design.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/hugging-apps/idiom-idr-design"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/hugging-apps/idiom-idr-design",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-03",
   "total": 5,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "idiom_idr_design__lambda_",
     "description": ""
    },
    {
     "name": "idiom_idr_design__lambda__1",
     "description": ""
    },
    {
     "name": "idiom_idr_design_generate",
     "description": "Sample intrinsically disordered regions (IDRs) with IDiom. Returns: FASTA text with one record per generated IDR."
    },
    {
     "name": "idiom_idr_design_steer",
     "description": "Generate IDRs steered toward an SAE feature signature (relative steering). Uses the paper's relative add_direction steering: the summed decoder directions of…"
    },
    {
     "name": "idiom_idr_design_analyze",
     "description": "Score an IDR sequence against the condensate signature features. Returns: A summary sentence and a per-compartment signature-coverage table."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://hugging-apps-idiom-idr-design.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-03T06:07:02.102Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-03T06:51:04.075Z",
     "since": "2026-11-03T06:51:04.075Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-03T06:51:04.075Z",
    "since": "2026-11-03T06:51:04.075Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-11-03T06:07:02.102Z",
   "last_answer_at": "2026-11-03T06:07:02.102Z",
   "last_ms": 343,
   "checked_at": "2026-11-03T06:07:02.102Z"
  }
 }
}