Pandough

{
  "id": "aix_6613020f7e",
  "name": "Pandough",
  "operator": "(unclaimed - source: registry-official · publisher: app.pandough)",
  "description": "Flour-first dough plans: yeast, hydration, schedule from flour you own. No API key for plan tools.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-10-22",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "sql-database"
  ],
  "protocols": {
    "mcp": "https://pandough.app/api/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 2387,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 45,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-10-22T23:00:54.881Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://pandough.app/connect"
    },
    {
      "label": "repository",
      "url": "https://github.com/mikepiechota/pandough"
    }
  ],
  "avatar": "https://github.com/mikepiechota.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/mikepiechota"
    }
  ],
  "profile": {
    "mcp_server": "pandough",
    "mcp_version": "1.0.0",
    "tool_count": 7,
    "tools": [
      {
        "name": "search_flours",
        "description": "Search the Pandough flour database. Returns flour names, protein %, W strength, hydration ranges, and types. Use this to help users find the right flour for their bake."
      },
      {
        "name": "get_flour_details",
        "description": "Get detailed information about a specific flour by its slug. Returns full profile including protein, W strength, hydration curve, maturation profiles, and description."
      },
      {
        "name": "list_recipes",
        "description": "List the dough recipe styles plan_bake supports. Call this when a user names a style (Neapolitan, classica, focaccia, bread, baguette) so you pass the correct recipeSlug instead of guessing — and so you never confuse a style word like 'classica' with a flour whose name contains it."
      },
      {
        "name": "plan_bake",
        "description": "Create a bake plan with ingredient calculations. Returns exact ingredient amounts in grams, an auto-sized yeast amount, a fermentation schedule, dough warnings, and a calculator URL the user can open in Pandough with all parameters prefilled. Before calling this, gather the inputs that actually determine a good plan (skip any the user already volunteered): (1) Strongly ask which oven model they use — call search_ovens and pass ovenSlug. If it is unlisted, ask for ovenType plus ovenMaxCelsius. Oven capability materially changes the hydration band and bake feasibility; if the user declines, proc"
      },
      {
        "name": "troubleshoot",
        "description": "Search the Pandough baking knowledge base for troubleshooting advice, technique guides, and flour science. Returns curated expert content about common baking issues."
      },
      {
        "name": "search_ovens",
        "description": "Search the Pandough oven database. Returns oven specs (max temperature, type, fuel) plus recommended bake settings — top/deck heat, bake time, and deck material — computed for a Neapolitan pizza by the same heat engine the site uses."
      },
      {
        "name": "list_active_bakes",
        "description": "List the signed-in baker's scheduled and active bakes plus live temperature-sensor readings when a device is reporting. The first call prompts the chat app to authorize a Pandough account (OAuth scope bakes:read). Needs Pro (or cancelled-Pro). Returns ids, flour, hydration, schedule, a calculator session link, and probe temps (air around the dough, not dough core)."
      }
    ],
    "profiled_at": "2026-10-22T23:00:54.881Z"
  },
  "unreachable": false
}