_ index / mcp http-sse

pandough

https://pandough.app

7cad189ef2e36cd3

api record
endpoint
https://pandough.app/api/mcp
protocol
http-sse ·2025-06-18
authentication
none observed
public key
none — nobody has proven they own this listing
karma
0 · newcomer
reachable
live

checked 2h ago

uptime
100%
latency
129ms

last good check

priced tools
0

of 7 tools

_ used through this hub 30 days

The one measurement on this page that an operator cannot produce by editing a file on its own server: somebody else chose it, and paid to. Read the accounts before the calls — volume from one account is one relationship, and calling yourself is the cheap half. Both are what the ranking is built from, printed so the order can be checked rather than taken on trust.

accounts
0

distinct, expensive to fake

calls served
0

successful, last 30 days

_ what it can do 7 tools
2 open1 auth-required 4 never probed 3 of 7 classified

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

  • list_recipes open 2h ago

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}
    arguments 5 lines
  • search_flours open 2h ago

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "tag": {
      "type": "string",
      "maxLength": 50,
      "description": "Filter by tag (e.g. 'pizza', 'bread', 'pastry')"
    },
    "query": {
      "type": "string",
      "maxLength": 200,
      "description": "Search term (name, brand, or type)"
    }
  }
}
    arguments 16 lines
  • list_active_bakes auth-required 2h ago

    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).

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}
    arguments 5 lines
  • get_flour_details unknown never probed

    Get detailed information about a specific flour by its slug. Returns full profile including protein, W strength, hydration curve, maturation profiles, and description.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "maxLength": 120,
      "minLength": 1,
      "description": "Flour slug (e.g. 'caputo-pizzeria', 'manitoba-oro')"
    }
  }
}
    arguments 15 lines
  • plan_bake unknown never probed

    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, proceed but say the result is not oven-adapted. (2) Which flour(s) do they have? — call search_flours to resolve a flourSlug (or pass flourBlend for a 2–5 flour cut, e.g. a Pulcinella base with 30% Manitoba); this is what makes hydration and warnings flour-aware. (3) Their room temperature and fridge temperature — pass roomTempCelsius/fridgeTempCelsius; temperature is the dominant driver of yeast amount and timing. (4) How they mix/knead (by hand, stand mixer, no-knead) — plan_bake does not return technique guidance, so pair it with a troubleshoot call for method advice. (5) Do they want a preferment? — pass `preferment` for a biga, poolish, tiga, cold/long biga, or a natural sourdough starter. The yeast figure accounts for the preferment, and the calculator link opens with the build already set up, so recommending a biga in prose without passing this param hands the user a direct dough. Don't interrogate a user who already gave a full brief.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "recipeSlug"
  ],
  "properties": {
    "locale": {
      "enum": [
        "en",
        "pl",
        "de",
        "es",
        "it",
        "nl",
        "fr",
        "ja",
        "ko",
        "sv",
        "pt",
        "hu"
      ],
      "type": "string",
      "description": "UI locale for the returned calculator link (e.g. 'en', 'pl', 'it'). Defaults to 'en'."
    },
    "bakeTime": {
      "type": "string",
      "format": "date-time",
      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
      "description": "Target bake time as an ISO 8601 datetime (e.g. '2026-06-10T18:00:00Z'). Must be in the future."
    },
    "ovenSlug": {
      "type": "string",
      "maxLength": 120,
      "minLength": 1,
      "description": "Exact oven model slug from search_ovens. Strongly preferred: the engine uses the model's real ceiling and oven class to adapt hydration and bake feasibility. Mutually exclusive with manual ovenType/ovenMaxCelsius."
    },
    "ovenType": {
      "enum": [
        "home-electric",
        "home-gas",
        "portable-gas",
        "portable-electric",
        "wood-fired",
        "pellet",
        "hybrid",
        "kamado"
      ],
      "type": "string",
      "description": "Oven class for an unlisted model. Pass together with ovenMaxCelsius; prefer ovenSlug when search_ovens finds the model."
    },
    "servings": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of portions/pizzas (1–50, default: 4)"
    },
    "flourSlug": {
      "type": "string",
      "maxLength": 120,
      "description": "Flour slug from search_flours (e.g. 'caputo-pizzeria'). For a single flour. Mutually exclusive with flourBlend."
    },
    "flourBlend": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "flourSlug",
          "percent"
        ],
        "properties": {
          "percent": {
            "type": "number",
            "maximum": 99,
            "minimum": 1,
            "description": "This flour's share of the blend (1–99); the set must sum to 100"
          },
          "flourSlug": {
            "type": "string",
            "maxLength": 120,
            "minLength": 1,
            "description": "Component flour slug from search_flours"
          }
        }
      },
      "maxItems": 5,
      "minItems": 2,
      "description": "A weighted flour blend (2–5 flours summing to 100%), e.g. [{flourSlug:'caputo-pizzeria',percent:70},{flourSlug:'manitoba-oro',percent:30}]. Mutually exclusive with flourSlug."
    },
    "preferment": {
      "type": "object",
      "required": [
        "type"
      ],
      "properties": {
        "type": {
          "enum": [
            "poolish",
            "biga",
            "biga-fredda",
            "biga-lunga",
            "tiga",
            "sourdough",
            "old-dough"
          ],
          "type": "string",
          "description": "Preferment style. poolish = 100% hydration, fast, extensible. biga = stiff (~45-50%). biga-fredda = one long cold hold. biga-lunga = 24h cold then 24h warm. tiga = tiga-style build. sourdough = natural starter (no commercial yeast)."
        },
        "stages": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "durationHours",
              "tempCelsius"
            ],
            "properties": {
              "tempCelsius": {
                "type": "number",
                "maximum": 40,
                "minimum": 0,
                "description": "Temperature of this leg in °C (use ~4 for the fridge)"
              },
              "durationHours": {
                "type": "number",
                "maximum": 96,
                "minimum": 0.25,
                "description": "Length of this leg in hours"
              }
            }
          },
          "maxItems": 4,
          "minItems": 1,
          "description": "The build program, leg by leg — e.g. [{durationHours:24,tempCelsius:4},{durationHours:24,tempCelsius:18}] for a long biga. Omit to use the style's default program."
        },
        "flourSlug": {
          "type": "string",
          "maxLength": 120,
          "description": "Build the preferment from a specific flour (slug from search_flours). Omit to use the main flour."
        },
        "percentFlour": {
          "type": "number",
          "maximum": 100,
          "minimum": 1,
          "description": "Share of the TOTAL flour that goes into the preferment (1-100). Defaults: 30 for biga/poolish/tiga, 15 for sourdough."
        },
        "hydrationPercent": {
          "type": "number",
          "maximum": 200,
          "minimum": 40,
          "description": "Preferment hydration % (40-200). Defaults to the style's canonical value (poolish 100, biga ~45)."
        }
      },
      "description": "Plan the bake around a preferment (biga, poolish, tiga, sourdough…). The yeast figure returned accounts for it, and the calculator link opens with the build already set up."
    },
    "recipeSlug": {
      "type": "string",
      "maxLength": 120,
      "minLength": 1,
      "description": "Recipe type slug. Supported: neapolitan-pizza, classica-pizza, focaccia, artisan-bread, baguette (call list_recipes for the full list). When the user names a style like 'classica', pass that style here — do NOT confuse it with a flour whose name happens to contain the word."
    },
    "roomTempHours": {
      "type": "number",
      "maximum": 168,
      "minimum": 0,
      "description": "Room-temperature fermentation hours (0–168). Pass BOTH this and fridgeTempHours to lock the split; naming only a total lets the engine choose. Room legs above 14h are clamped with a warning."
    },
    "ovenMaxCelsius": {
      "type": "number",
      "maximum": 600,
      "minimum": 100,
      "description": "The real maximum temperature in °C for an unlisted oven (100–600). This is what constrains hydration and bake time."
    },
    "ovenMinCelsius": {
      "type": "number",
      "maximum": 400,
      "minimum": 0,
      "description": "Optional minimum set temperature in °C for an unlisted oven."
    },
    "fridgeTempHours": {
      "type": "number",
      "maximum": 168,
      "minimum": 0,
      "description": "Cold fermentation hours (0–168). Pass BOTH this and roomTempHours to lock the split."
    },
    "roomTempCelsius": {
      "type": "number",
      "maximum": 40,
      "minimum": 2,
      "description": "The user's real kitchen temperature in °C (2–40). The single biggest driver of yeast amount and timing — ask the user for it."
    },
    "hydrationPercent": {
      "type": "number",
      "maximum": 110,
      "minimum": 40,
      "description": "Target hydration percentage (40–110)"
    },
    "fridgeTempCelsius": {
      "type": "number",
      "maximum": 12,
      "minimum": 0,
      "description": "The user's real fridge temperature in °C (0–12). Ask the user for it when a cold ferment is involved."
    }
  }
}
    arguments 205 lines
  • troubleshoot unknown never probed

    Search the Pandough baking knowledge base for troubleshooting advice, technique guides, and flour science. Returns curated expert content about common baking issues.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "issue"
  ],
  "properties": {
    "issue": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "The baking issue or question (e.g. 'sticky dough', 'no oven spring', 'cold proof technique')"
    }
  }
}
    arguments 15 lines
  • search_ovens unknown never probed

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "type": {
      "type": "string",
      "maxLength": 50,
      "description": "Oven type filter (e.g. 'pizza-oven', 'home-oven', 'outdoor')"
    },
    "query": {
      "type": "string",
      "maxLength": 200,
      "description": "Search term (oven name, brand)"
    }
  }
}
    arguments 16 lines
_ try it through the hub, ceiling 0

This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.

_ how we know
card completeness
100%

An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.

spec deviations
0

MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.

_ record

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

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0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.