{"domain":"pandough.app","name":"Pandough","url":"https://inite.ai/en/atlas/pandough.app","site":"https://pandough.app","summary":"Computes dough weights, hydration and fermentation timing for pizza and bread from the flour, oven and schedule you pick.","forWhom":"home bakers planning pizza, bread or focaccia dough around their flour, oven and schedule","useCases":["calculate dough quantities for a chosen flour and fermentation schedule","compare flours and ovens before mixing a batch","diagnose why pizza dough balls spread out flat"],"categories":[],"pricing":{"model":"freemium","freeTier":null,"startsAt":null,"page":"https://pandough.app/en/pricing","readOn":"2026-10-19"},"priceMoves":[],"interfaces":{"readOn":"2026-10-19","apiDocs":null,"openapi":null,"mcp":[{"name":"app.pandough/mcp","tie":"namespace","registered":true,"remotes":["https://pandough.app/api/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-19","toolCount":7,"tools":["search_flours","get_flour_details","list_recipes","plan_bake","troubleshoot","search_ovens","list_active_bakes"],"serverName":"pandough"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://pandough.app/api/mcp","checkedSince":"2026-10-19","dailyChecks":16,"uptimePercent":100,"medianMs":380,"signIn":"none","clientRegistration":null,"tools":7,"contextTokens":2919,"definitionsGrade":"A","definitionsScore":100,"typedResults":0,"failingChecks":{},"warnings":{},"coverage":{"share":null,"cases":[{"useCase":"calculate dough quantities for a chosen flour and fermentation schedule","verdict":"covered","firstTool":"plan_bake","checks":["Dough quantities are returned for the chosen flour and fermentation schedule.","The weights reflect the flour and schedule that were picked.","The fermentation timing fits the schedule selected."]},{"useCase":"compare flours and ovens before mixing a batch","verdict":"unsure","firstTool":null,"checks":["A side-by-side comparison of the selected flours and ovens is shown.","The comparison covers each flour and oven that was chosen.","The differences in dough outcome between them are shown."]},{"useCase":"diagnose why pizza dough balls spread out flat","verdict":"unsure","firstTool":null,"checks":["A diagnosis names a likely cause of the dough balls spreading flat.","The diagnosis reflects the flour, hydration and schedule described.","A suggested adjustment to fix the spreading is given."]}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":{"value":100,"parts":{"reliability":100,"definitions":100,"context":100,"connect":100},"penalties":[]},"advice":{"verdict":"unproven","why":["whether its tools do the product's job has not been judged yet"],"how":["for \"calculate dough quantities for a chosen flour and fermentation schedule\", the likely first call is plan_bake"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"app.pandough/mcp","url":"https://pandough.app/api/mcp","answers":"open","checkedOn":"2026-10-19","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=app.pandough%2Fmcp","config":{"mcpServers":{"pandough":{"url":"https://pandough.app/api/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http pandough https://pandough.app/api/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=pandough&config=eyJ1cmwiOiJodHRwczovL3BhbmRvdWdoLmFwcC9hcGkvbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22pandough%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fpandough.app%2Fapi%2Fmcp%22%7D","connector":{"url":"https://pandough.app/api/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":null,"apiDocs":null,"llmsTxt":"https://pandough.app/llms.txt","status":null,"readOn":"2026-10-19"},"trust":{"readOn":"2026-10-19","certifications":["gdpr","ccpa"],"training":{"stance":"no","about":"vendor","quote":"We do not sell your conversations, and we do not use them to train any AI model.","url":"https://pandough.app/en/privacy"}},"used":0,"alive":100,"traits":{"buyer":"consumer","deployment":"saas-only","developerFocus":false,"readAt":"2026-10-19"},"verifiedPlans":null,"fromVendor":null}