{"name":"com.dreamboothstudio/dreambooth","slug":"dreamboothstudio-dreambooth","title":"Dreambooth Studio","description":"Ask about your Dreambooth Studio photobooths: sessions, revenue, credits, projects, device status.","url":"https://mcp.market/server/dreamboothstudio-dreambooth","rating":null,"grade":"B","score":81,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-11-04T02:21:09.000Z","license":"NOASSERTION"},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-04T12:40:29.021Z","last_ok_at":"2026-11-04T12:40:29.021Z","latency_ms":304},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/Dreambooth-Studio/dreambooth-mcp","website":"https://dreamboothstudio.com","version":"0.1.0","remotes":[{"type":"streamable-http","url":"https://mcp.dreamboothstudio.com/mcp"}],"packages":[],"tools":[{"name":"check_generation","description":"Report on background work started by start_frame, refine_frame, start_booth, refine_booth or create_booth. Always pass the jobId that the start/refine/create call returned — keep it for the rest of the conversation, because an id keeps working for the full 15 minutes even if the connection re-authenticates partway through, and calling with no arguments does not. With no arguments it reports the most recent job of any kind, which is a convenience for when the id was lost, not the normal way to call it. Designing a booth takes 1-3 minutes, a redraw about a minute, creating a booth 2-6 minutes: tell the operator that, then poll about every 15 seconds. While it says 'running', nothing exists yet — relay the progress line if there is one, tell the operator it is still going, and wait 10-15 seconds before calling again rather than polling tightly. When it says 'done': a frame job carries imageUrl, threadId and generationId (a preview — nothing saved until save_frame); a booth design carries draft{…} (a draft — nothing created until create_booth); a booth creation carries booth{slug, boothUrl, projectId} — the one case where something now exists. This reads a status and creates nothing, so it is always safe to call.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"jobId":{"type":"string","description":"The id a start/refine/create tool returned. Pass it whenever you have it. Omit only if it was lost, which falls back to the most recent job listed for this connection."}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"connect_account","description":"Connect this conversation to the person's Dreambooth Studio account. The answer's status says what happened. already_connected: an account is connected; nothing to do. awaiting_approval: it returns a link the person opens in their own browser to sign in with Google and approve. A Google account with the same email as an existing Dreambooth account connects that account. Ask them to open it and say when they are done; do not call this tool again while waiting. use_client_sign_in: this client connects accounts through its own app or connector settings, where they can sign in with an email and password or with Google, so no link is returned. Ask them to connect Dreambooth there (the client also asks by itself when a tool needs an account), then repeat their question. Either way, someone who has no Dreambooth account yet gets one when they sign in. Call this when another tool reports that no account is connected, or when someone asks to connect or switch accounts.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"connection_status","description":"Whether this conversation currently has a Dreambooth account connected, and which one. Call this if you are unsure whether to run connect_account first. Cheap and read-only — it does not contact Dreambooth.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"create_booth","description":"Create the booth from a finished draft — the step that makes something real, live at its public link. Call it only after the operator has seen the draft via check_generation and agreed to create it; the title and link name (slug) default to the draft's unless the operator chose others. It reads the draft first (so everything set with update_booth_draft — settings, frames, filters, AI effect — is carried), checks the link name, draws the booth's own three photo-strip frames (3 images, up to five minutes), adds three starter frames from the catalogue and the Studio's default 'Normal' filter the way dreambooth.app/new does, then creates the booth with the draft's welcome design, background, colour theme and capture mode. Frames saved with save_frame and filters made with create_filter on this connection are carried automatically; ids can also be passed. Tell the operator it takes 2-6 minutes. Returns a job id; check_generation reports progress and, when done, the booth's public link, id and a dashboard link. If the link name is taken it stops before drawing anything — ask for another and call again. Creating twice with different link names makes two booths. The booth is live (unlisted) at once; there is no tool that edits or deletes a booth — changes happen in the dashboard.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"draftId":{"type":"string","pattern":"^dft_[a-f0-9]{24}$","description":"The draft to create, from check_generation."},"title":{"type":"string","minLength":2,"maxLength":80,"description":"The booth's name. Leave unset to use the draft's title (as shown by check_generation / set with update_booth_draft)."},"slug":{"type":"string","minLength":3,"maxLength":44,"pattern":"^[a-z0-9]+(?:-[a-z0-9]+)*$","description":"The link name: lowercase letters, digits and single hyphens (dreambooth.app/<slug>). Leave unset to use the draft's proposed slug."},"captureMode":{"type":"string","enum":["standard","frame-based"],"description":"Leave unset to keep what the draft proposed ('standard' = classic strip, 'frame-based' = frame mode)."},"aiEffectTitle":{"type":"string","maxLength":80,"description":"The title of a public AI effect to add, exactly as the operator named it. Leave unset for none."},"frameIds":{"type":"array","items":{"type":"string","pattern":"^[a-f0-9]{24}$"},"maxItems":20,"description":"Ids of frames to include — e.g. a frame the operator just saved with save_frame. Starter frames are added anyway."},"filterIds":{"type":"array","items":{"type":"string","pattern":"^[a-f0-9]{24}$"},"maxItems":20,"description":"Ids of filters to include — e.g. one the operator just made with create_filter. The default 'Normal' filter is added anyway."}},"required":["draftId"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"create_filter","description":"Create a new photo filter on this operator's account from a description of the look they want — 'warm and slightly faded', 'high contrast black and white'. Translate the description into the adjustment numbers yourself; the ranges are in the schema. Call this only when the operator asks for a filter to be CREATED. It does not change an existing filter, and there is no tool that does — to edit or delete one, send them to the dashboard. Creating the same filter twice makes two filters, so do not retry a call that may have gone through.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"name":{"type":"string","minLength":1,"maxLength":80,"description":"What the operator will see in their filter list. Use their words if they named it; otherwise a short descriptive name, not 'Untitled'."},"adjustments":{"type":"object","properties":{"brightness":{"type":"number","minimum":0,"maximum":200,"description":"100 = unchanged"},"contrast":{"type":"number","minimum":0,"maximum":200,"description":"100 = unchanged"},"saturation":{"type":"number","minimum":0,"maximum":200,"description":"100 = unchanged, 0 = grey"},"temperature":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged, positive = warmer"},"tint":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged, positive = magenta"},"exposure":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"shadows":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged, positive = lifted"},"highlights":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"whites":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"blacks":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"vibrance":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"clarity":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"dehaze":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"sepia":{"type":"number","minimum":0,"maximum":100,"description":"0 = off"},"grayscale":{"type":"number","minimum":0,"maximum":100,"description":"0 = off, 100 = black and white"},"vignette":{"type":"number","minimum":0,"maximum":200,"description":"0 = off"},"grain":{"type":"number","minimum":0,"maximum":100,"description":"0 = off"},"blur":{"type":"number","minimum":0,"maximum":10,"description":"0 = off, in pixels"},"hueRotate":{"type":"number","minimum":0,"maximum":360,"description":"0 = unchanged, in degrees"}},"additionalProperties":false,"description":"Only include what the operator asked to change. An omitted adjustment keeps its neutral value; sending every field at its neutral value creates a filter that does nothing. A look is a few small moves, not every slider: most need 2-5 adjustments, each within about 25 of neutral (75-125 on the 0-200 scales) unless the operator asks for something strong ('high contrast', 'black and white'). Booth photos are faces under venue light, so keep skin believable: leave hueRotate at 0 unless they ask for a surreal colour shift (it turns skin green or blue), and keep tint within 15 of 0. Do not stack vignette, grain, clarity and dehaze to make it 'cinematic'; one of them, lightly, is usually the whole effect."},"isPublic":{"type":"boolean","description":"Leave unset unless the operator explicitly asks for the filter to be shared. Default is private to their account."}},"required":["name","adjustments"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"duplicate_project","description":"Copy one of this operator's existing booths, with all of its settings, into a new one. Use it when they want another booth 'like' one they already run — a second location, a one-off event, a variant to experiment on. Call list_projects first to get the project id; the operator will name the booth, not its id. The copy is named after the original and is not published at the original's public address, so it is safe to make and they can rename it in the dashboard. To design a NEW booth from a description, use start_booth instead of this; there is no tool that edits or deletes a booth that already exists.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"projectId":{"type":"string","minLength":1,"description":"The id of the booth to copy, from list_projects. Not its name or slug."}},"required":["projectId"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_booth_draft","description":"Read a booth draft by its draftId — the same summary check_generation gives for a finished design, plus everything the draft has been given since (settings, chosen frames, filters, AI effect). Use it when the job from start_booth is no longer tracked, to show the draft again before create_booth, or to confirm what update_booth_draft applied. Reads only; nothing is generated or created. A draft lives 7 days on the operator's account.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"draftId":{"type":"string","pattern":"^dft_[a-f0-9]{24}$","description":"The draft, from check_generation or a previous tool result."}},"required":["draftId"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_credits","description":"This operator's remaining AI credit balance and their current subscription plan, including when it ends. Call this when they ask how many credits are left, whether they can still run AI effects, or what plan they are on. Credits are separate from wallet money — do not confuse the two.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_gallery_stats","description":"How much media this operator's booths have produced: total, still active, and expired past the retention window. Call this when the operator asks how many photos or videos a booth has taken, or whether media is being lost to retention. Returns counts only, not the media itself.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"projectId":{"type":"string","description":"Limit to one booth. Omit for every booth this operator owns."},"includeExpired":{"type":"boolean","description":"Count media past its retention window too (default false)"}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_project","description":"Full detail for a single booth: its name, public link, currency, screen size, and the live status of the device running it — whether it is online, when it was last seen, app version, and camera/printer/internet state. Call this when the operator asks about one specific booth, or whether a booth is working. Get the project id from list_projects first.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"projectId":{"type":"string","description":"Project id from list_projects"}},"required":["projectId"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_revenue_summary","description":"Business revenue from this operator's photobooth sessions across EVERY payment channel — gateway payments, cash vouchers (cash collected at the booth) and discount vouchers — grouped by month or day and by currency, with extra-print revenue and AI-effect purchases reported separately. Use this for any question about income, revenue or omzet. It is also the right tool when wallet earnings look too small: cash and voucher money never reaches the wallet ledger, so for operators who take cash the wallet figure legitimately understates income.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"groupBy":{"type":"string","enum":["month","day"],"description":"Bucket size (default month)"},"from":{"type":"string","description":"Start date, ISO YYYY-MM-DD. Omit for all time."},"to":{"type":"string","description":"End date, ISO YYYY-MM-DD. Omit for all time."}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_sessions","description":"List the photo sessions recorded on this operator's booths, with totals. Call this when the operator asks how busy a booth has been, how many sessions ran in a period, or wants to inspect individual sessions. Supports date ranges, per-booth filtering, payment status and payment channel. For money totals rather than session counts, use get_revenue_summary instead.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"startDate":{"type":"string","description":"ISO date (YYYY-MM-DD) for the start of the range, inclusive"},"endDate":{"type":"string","description":"ISO date (YYYY-MM-DD) for the end of the range, inclusive"},"projectIds":{"type":"string","description":"Comma-separated project ids to limit the range to specific booths"},"transactionStatus":{"type":"string","description":"Payment status filter, e.g. settlement, pending"},"sessionStatus":{"type":"string","description":"Session status filter"},"paymentSource":{"type":"string","description":"Payment channel, e.g. gateway, cash-voucher, discount-voucher"},"limit":{"type":"integer","minimum":1,"maximum":100,"description":"How many sessions to return (default 20, max 100)"}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_wallet_transactions","description":"This operator's wallet ledger: gateway earnings, withdrawals and refunds, newest first. Use for questions about the wallet, payouts or withdrawals. Do NOT use it to answer 'how much did I earn' — the wallet excludes cash and voucher income entirely, so for operators who take cash it understates real revenue. Use get_revenue_summary for income.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"limit":{"type":"integer","minimum":1,"maximum":50,"description":"Max rows (default 10)"},"from":{"type":"string","description":"Start date, ISO YYYY-MM-DD"},"to":{"type":"string","description":"End date, ISO YYYY-MM-DD"}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"list_projects","description":"List the photobooth projects this operator owns, with id, name, public link slug, whether it is active, and its currency. Call this first whenever the operator names a booth — you need the project id to filter any other tool by booth. Does not return booth designs or page layouts.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"preview_filter","description":"Show what a filter would look like BEFORE creating it: the Studio renders its sample photo (or the operator's own preview photo, if they set one in the dashboard) through the exact pipeline the booth uses, and returns an image URL. Free and read-only — call it whenever the operator is designing a filter, adjust the numbers from their reaction ('warmer', 'less contrast'), preview again, and call create_filter with the same adjustments only once they are happy. Some adjustments (shadows, highlights, whites, blacks, clarity, dehaze, vibrance, texture) are applied by the booth but cannot be shown here; the result lists them as notPreviewed so you can say so. Nothing is created by this tool.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"adjustments":{"type":"object","properties":{"brightness":{"type":"number","minimum":0,"maximum":200,"description":"100 = unchanged"},"contrast":{"type":"number","minimum":0,"maximum":200,"description":"100 = unchanged"},"saturation":{"type":"number","minimum":0,"maximum":200,"description":"100 = unchanged, 0 = grey"},"temperature":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged, positive = warmer"},"tint":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged, positive = magenta"},"exposure":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"shadows":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged, positive = lifted"},"highlights":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"whites":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"blacks":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"vibrance":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"clarity":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"dehaze":{"type":"number","minimum":-100,"maximum":100,"description":"0 = unchanged"},"sepia":{"type":"number","minimum":0,"maximum":100,"description":"0 = off"},"grayscale":{"type":"number","minimum":0,"maximum":100,"description":"0 = off, 100 = black and white"},"vignette":{"type":"number","minimum":0,"maximum":200,"description":"0 = off"},"grain":{"type":"number","minimum":0,"maximum":100,"description":"0 = off"},"blur":{"type":"number","minimum":0,"maximum":10,"description":"0 = off, in pixels"},"hueRotate":{"type":"number","minimum":0,"maximum":360,"description":"0 = unchanged, in degrees"}},"additionalProperties":false,"description":"Only include what the operator asked to change. An omitted adjustment keeps its neutral value; sending every field at its neutral value creates a filter that does nothing. A look is a few small moves, not every slider: most need 2-5 adjustments, each within about 25 of neutral (75-125 on the 0-200 scales) unless the operator asks for something strong ('high contrast', 'black and white'). Booth photos are faces under venue light, so keep skin believable: leave hueRotate at 0 unless they ask for a surreal colour shift (it turns skin green or blue), and keep tint within 15 of 0. Do not stack vignette, grain, clarity and dehaze to make it 'cinematic'; one of them, lightly, is usually the whole effect."}},"required":["adjustments"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"refine_booth","description":"Change a booth draft from start_booth, using the draftId check_generation returned. what='welcome' redraws the welcome screen from an instruction ('warmer colours', 'bigger headline', 'less clutter') while keeping the design; add orientation 'phone' or 'laptop' to redraw only that screen (1 redraw) — without it both screens are redrawn (2). what='app-background' redraws the calmer backdrop behind the rest of the booth (1 redraw). what='everything' rebuilds the whole draft from a NEW full description (spends 1 of the draft's 3 full generations) — only when the operator wants a different booth, not a tweak. A draft has 5 redraws in total; check_generation reports what is left. Title, headline, link name and colours cannot be edited directly: they change only through a redraw instruction, or at create time (title, slug). Returns a job id; call check_generation. Call only when the operator asks for a change — never iterate on your own.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"draftId":{"type":"string","pattern":"^dft_[a-f0-9]{24}$","description":"The draft to change, from check_generation's result for start_booth."},"what":{"type":"string","enum":["welcome","app-background","everything"],"description":"Which part to change. 'everything' is a full rebuild from a new description."},"instruction":{"type":"string","minLength":1,"maxLength":1000,"description":"For 'welcome' / 'app-background': what to change, up to 300 characters — the current design is kept and only this is applied. State the change and nothing else: what changes, to what, and what to keep if that matters ('background to deep green #1F3B2D, keep the motifs where they are'). Turn a vague word into a concrete change ('more festive' → which colour, motif or density moves). Do not restate the original design or add mood or praise words. For 'everything': the new full description of the booth, up to 1000 characters, written the way start_booth's prompt is: Write facts and art direction, not marketing copy. Include: the occasion or business, with names, ages, dates and places exactly as given; one concrete visual reference (e.g. '1970s Indonesian film poster', 'hand-painted warung sign', 'Swiss minimalist poster'); 2-3 colours; 2-4 concrete objects or motifs (e.g. 'enamel tin mugs', 'pressed jasmine'). Do not write the headline or taglines — the Studio writes the copy — unless the operator gave exact wording; then quote it and say it must appear as written. No emoji, no praise words ('stunning', 'elegant', 'magical', 'vibrant', 'intricate', 'high quality', '4k', 'unforgettable'), no sparkles, glitter, bokeh, lens flare, glow, glossy 3D unless asked."},"orientation":{"type":"string","enum":["phone","laptop"],"description":"Only with what='welcome': redraw just the phone (portrait) or laptop (landscape) screen. Omit to redraw both."}},"required":["draftId","what","instruction"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"refine_frame","description":"Ask for a changed version of a frame in an existing design thread — 'darker', 'less ornament', 'make the flowers smaller', 'more gold'. Call it with the threadId that check_generation returned for start_frame, and ONLY when the operator asks for a change: every call spends part of the account's free daily allowance, so never iterate on your own initiative. It returns immediately with a job id; call check_generation for the new preview. Earlier versions in the thread stay available to save_frame, so a change the operator dislikes loses nothing.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"threadId":{"type":"string","minLength":1,"description":"The design thread, from check_generation's result for start_frame."},"prompt":{"type":"string","minLength":1,"maxLength":4000,"description":"What to change. It is read with the whole thread as context, so 'the same but darker' works. State the change and nothing else: what changes, to what, and what to keep if that matters ('background to deep green #1F3B2D, keep the motifs where they are'). Turn a vague word into a concrete change ('more festive' → which colour, motif or density moves). Do not restate the original design or add mood or praise words."}},"required":["threadId","prompt"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"save_frame","description":"Save one generation from a design thread as a real frame in this operator's frame list, with its photo windows cut out. Call it only when the operator has chosen a result — pass the threadId and generationId that check_generation returned for it. This CREATES a frame: saving the same generation twice makes two frames, so do not retry a call that may have gone through. The frame is private to the account unless the operator explicitly asks for it to be shared. After saving, the operator picks the frame in a booth's frame settings; this tool does not assign it to a booth, and there is no tool that edits or deletes a frame.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"threadId":{"type":"string","minLength":1,"description":"The design thread the generation belongs to."},"generationId":{"type":"string","minLength":1,"description":"The generation to save, from check_generation. Each version in a thread has its own id."},"name":{"type":"string","minLength":1,"maxLength":80,"description":"What the operator will see in their frame list. Use their words if they named it; otherwise derived from the description."},"isPublic":{"type":"boolean","description":"Leave unset unless they explicitly ask to share it. Default is private to their account."}},"required":["threadId","generationId"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"search_docs","description":"Search the Dreambooth Studio documentation and FAQ. Call this before answering any question about the product, hardware, printing, booth setup, guest payments, or troubleshooting — answer from the docs rather than from memory. Pages about Dreambooth's own plans and billing come back as a link only: share the link, and do not quote prices, plans or trials in the conversation. Works without a connected account.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","minLength":2,"maxLength":200,"description":"Search terms, in English or Indonesian"},"locale":{"type":"string","enum":["en","id"],"description":"Docs language (default en)"},"limit":{"type":"integer","minimum":1,"maximum":10,"description":"Max results (default 5)"}},"required":["query"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"start_booth","description":"Design a complete photobooth (a 'booth') for this operator from a description — the Studio designs the welcome screen for phone and laptop, the in-booth background, the colour theme, the capture mode, a title and a link name, exactly as dreambooth.app/new does. Before calling, gather in chat what /new would ask and put ALL of it in the prompt: the occasion or business, the vibe or style, colours, and the language the booth should speak — there is no separate questions step. It returns a job id immediately; call check_generation, and do NOT describe the booth as designed or created until that says done. The result is a DRAFT with a draftId: nothing is in the operator's booth list until create_booth. Every call makes a new draft and spends 1 of its 3 full generations, and an account may start 10 drafts an hour — never call it speculatively or twice for one request; change a draft with refine_booth instead.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"prompt":{"type":"string","minLength":3,"maxLength":1000,"description":"The booth, from what the operator said and what you gathered, up to 1000 characters. Write facts and art direction, not marketing copy. Include: the occasion or business, with names, ages, dates and places exactly as given; one concrete visual reference (e.g. '1970s Indonesian film poster', 'hand-painted warung sign', 'Swiss minimalist poster'); 2-3 colours; 2-4 concrete objects or motifs (e.g. 'enamel tin mugs', 'pressed jasmine'). Do not write the headline or taglines — the Studio writes the copy — unless the operator gave exact wording; then quote it and say it must appear as written. No emoji, no praise words ('stunning', 'elegant', 'magical', 'vibrant', 'intricate', 'high quality', '4k', 'unforgettable'), no sparkles, glitter, bokeh, lens flare, glow, glossy 3D unless asked. Do not name brands, characters or franchises; the image model refuses them."},"language":{"type":"string","minLength":2,"maxLength":10,"description":"The language the booth's own text should be in, as a code: 'id', 'en', 'es'. Defaults to English — ask if the operator's booth is not in English."}},"required":["prompt"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"start_frame","description":"Start designing a new photo frame for this operator's booths from a description of the look they want — 'batik motifs in warm gold', 'minimal Scandinavian, lots of white space'. It opens a design thread and makes the FIRST version. It returns immediately with a job id; call check_generation to see the result, and do NOT describe the frame as made until that says so. The result is a preview in the thread — nothing is in the operator's frame list until save_frame is called with the generation they choose. To change a result, call refine_frame with the threadId that check_generation returns, rather than starting again. Every generation spends part of the account's free daily allowance, so do not call this speculatively, twice for the same request, or while another generation is still running.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"prompt":{"type":"string","minLength":1,"maxLength":4000,"description":"What the frame should look like: decoration, colour, occasion. Not the photo slots — those come from the layout. Write a designer's brief, not a caption. Keep the operator's specifics exactly (names, colours, motif names such as kawung or mega mendung, the occasion) and make concrete: one technique (e.g. risograph, linocut, screen print, paper cut-out, gouache, batik tulis); 2-3 colours, named or hex; 1-3 named motifs and where they sit (top band, corners, along the edge); how dense it is — a plain paper colour or texture around the photos is a valid choice, say which. Add nothing they did not ask for: no sparkles, glitter, bokeh, lens flare, glow, glossy 3D, no praise words ('stunning', 'elegant', 'magical', 'vibrant', 'intricate', 'high quality', '4k'). If it is too vague to fill these in, ask one question, or pick one direction and tell the operator which. Do not name brands, characters or franchises; the image model refuses them."},"layout":{"type":"string","enum":["strip-3","strip-4","grid-4","hero-3","pair-2"],"description":"How many photos and how they sit. 'strip-3': the classic photo strip — 3 photos stacked, printed as a pair on a 4x6; 'strip-4': a taller strip — 4 photos stacked, printed as a pair on a 4x6; 'grid-4': 4 photos in a 2x2 grid on one 4x6; 'hero-3': one large photo with two smaller ones beneath it; 'pair-2': two landscape photos, one above the other. Ask if it is not obvious from what the operator said; 'strip-3' is what most people mean by a photobooth strip."},"shape":{"type":"string","enum":["rect","rounded","circle","oval","square"],"description":"The shape the photos are cut to. Defaults to rectangular. Not every layout comes in every shape; the Studio picks the closest available."}},"required":["prompt","layout"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"update_booth_draft","description":"Change a booth draft without a redraw: its title, link name, welcome button text, colours, capture mode, language, which frames and filters it carries, its AI effect, and the page settings the dashboard editor offers (photo count, countdown, timeouts, GIF/recording, retake, checkout, payment, result). Use it after check_generation shows the draft and the operator asks for one of these; what it sets is applied when create_booth runs. It cannot change the welcome headline or subtext of an AI-designed welcome (those are painted into the image — use refine_booth), and prices or packages are set in the dashboard. Answers at once with the updated draft, `applied` (what landed) and `rejected` (what did not, and why) — relay a rejection as a sentence, never as success. It never touches a booth that already exists.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"draftId":{"type":"string","pattern":"^dft_[a-f0-9]{24}$","description":"The draft to change, from check_generation or get_booth_draft."},"title":{"type":"string","minLength":2,"maxLength":80,"description":"The booth's name (used as the title at create time)."},"slug":{"type":"string","minLength":3,"maxLength":44,"pattern":"^[a-z0-9]+(?:-[a-z0-9]+)*$","description":"The proposed link name (dreambooth.app/<slug>): lowercase letters, digits, single hyphens. Checked for availability; a taken one is reported, not stored."},"buttonText":{"type":"string","minLength":1,"maxLength":32,"description":"The welcome screen's button label, e.g. 'Mulai' or 'Start'."},"headline":{"type":"string","minLength":1,"maxLength":80,"description":"Welcome headline. Only drafts whose welcome is laid out as text accept it; on an AI-designed welcome it is painted into the image and the reply says to use refine_booth."},"subtext":{"type":"string","minLength":1,"maxLength":140,"description":"Welcome subtext; same rule as headline."},"language":{"type":"string","minLength":2,"maxLength":10,"description":"Language code of the booth's own text: 'id', 'en', 'es'."},"captureMode":{"type":"string","enum":["standard","frame-based"],"description":"'standard' = classic strip, 'frame-based' = frame mode."},"palette":{"type":"object","properties":{"primaryColor":{"type":"string","pattern":"^#[0-9a-fA-F]{6}$"},"secondaryColor":{"type":"string","pattern":"^#[0-9a-fA-F]{6}$"},"backgroundColor":{"type":"string","pattern":"^#[0-9a-fA-F]{6}$"}},"additionalProperties":false,"description":"Theme colours as #RRGGBB: primaryColor, secondaryColor, backgroundColor. Only the ones given change."},"frameIds":{"type":"array","items":{"type":"string","pattern":"^[a-f0-9]{24}$"},"maxItems":20,"description":"Frames the booth should carry (replaces the draft's list): e.g. one saved with save_frame, or catalogue ids. create_booth adds starter frames anyway."},"filterIds":{"type":"array","items":{"type":"string","pattern":"^[a-f0-9]{24}$"},"maxItems":20,"description":"Filters the booth should carry (replaces the draft's list): e.g. one made with create_filter. The default 'Normal' is added anyway."},"aiEffectTitle":{"type":"string","maxLength":80,"description":"The title of a public AI effect to add, exactly as the operator named it; an empty string removes the one chosen before."},"settings":{"type":"object","properties":{"welcome":{"type":"object","properties":{"startWithPayment":{"type":"boolean"}},"additionalProperties":false},"capture":{"type":"object","properties":{"captureCount":{"type":"integer","minimum":1,"maximum":10},"captureCountdown":{"type":"integer","minimum":1,"maximum":15},"prepTimeout":{"type":"integer","minimum":5,"maximum":300},"captureTimeout":{"type":"integer","minimum":30,"maximum":1800},"selfPhotoDuration":{"type":"integer","minimum":30,"maximum":1800},"gifEnabled":{"type":"boolean"},"gifSpeed":{"type":"integer","minimum":200,"maximum":5000},"recordingEnabled":{"type":"boolean"},"recordingSpeed":{"type":"integer","minimum":1,"maximum":4}},"additionalProperties":false},"retake":{"type":"object","properties":{"enabled":{"type":"boolean"},"retakeTimeout":{"type":"integer","minimum":5,"maximum":600},"maxRetakeCount":{"anyOf":[{"type":"integer","minimum":-1,"maximum":20},{"type":"null"}]},"maxRetakeSession":{"anyOf":[{"type":"integer","minimum":-1,"maximum":20},{"type":"null"}]}},"additionalProperties":false},"select":{"type":"object","properties":{"enabled":{"type":"boolean"},"selectionTimeout":{"type":"integer","minimum":10,"maximum":600}},"additionalProperties":false},"frame":{"type":"object","properties":{"displayFrameTitle":{"type":"boolean"}},"additionalProperties":false},"filter":{"type":"object","properties":{"enabled":{"type":"boolean"},"useLivePreview":{"type":"boolean"},"applyAfterCapture":{"type":"boolean"}},"additionalProperties":false},"checkout":{"type":"object","properties":{"enabled":{"type":"boolean"},"checkoutTimeout":{"type":"integer","minimum":10,"maximum":600},"promoEnabled":{"type":"boolean"}},"additionalProperties":false},"payment":{"type":"object","properties":{"enabled":{"type":"boolean"},"paymentTimeout":{"type":"integer","minimum":30,"maximum":900}},"additionalProperties":false},"result":{"type":"object","properties":{"resultTimeout":{"type":"integer","minimum":10,"maximum":600},"askUserConsent":{"type":"boolean"},"emailEnabled":{"type":"boolean"},"reprintEnabled":{"type":"boolean"},"reprintTimeout":{"type":"integer","minimum":10,"maximum":600}},"additionalProperties":false}},"additionalProperties":false,"description":"Page settings, as the dashboard editor has them, keyed by page: welcome{startWithPayment}, capture{captureCount 1-10, captureCountdown 1-15, prepTimeout, captureTimeout, selfPhotoDuration, gifEnabled, gifSpeed, recordingEnabled, recordingSpeed}, retake{enabled, retakeTimeout, maxRetakeCount, maxRetakeSession}, select{enabled, selectionTimeout}, frame{displayFrameTitle}, filter{enabled, useLivePreview, applyAfterCapture}, checkout{enabled, checkoutTimeout, promoEnabled}, payment{enabled, paymentTimeout}, result{resultTimeout, askUserConsent, emailEnabled, reprintEnabled, reprintTimeout}. Prices and packages are set in the dashboard, not here."}},"required":["draftId"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}}],"scan":{"score":81,"grade":"B","scanned_at":"2026-11-04T06:35:20.294Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-11-04T06:35:20.233Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 1081ms"]},"poisoning":{"score":15,"max":15,"notes":["22 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 3 write-action tools with no auth"]},"maintenance":{"score":15,"max":15,"notes":["last push 0 days ago"]},"identity":{"score":8,"max":10,"notes":["namespace and repository owner differ","GitHub account older than a year","website matches verified namespace"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://mcp.dreamboothstudio.com/mcp","reachable":true,"authRequired":false,"latencyMs":1081,"serverInfo":{"name":"dreambooth","version":"0.3.0"}}],"packages":[],"repo":{"found":true,"owner":"Dreambooth-Studio","repo":"dreambooth-mcp","archived":false,"pushedAt":"2026-11-04T02:21:09Z","stars":0,"forks":0,"openIssues":2,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/237913617?v=4","ownerCreatedAt":"2025-10-14T03:48:51Z","license":"NOASSERTION"},"icon":{"url":"https://dreamboothstudio.com/apple-touch-icon.png","source":"registry","width":180,"height":180},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":"NOASSERTION","lastPushAt":"2026-11-04T02:21:09.000Z","score":23}}}},"grade_history":[],"reviews":[]}