# Dreambooth Studio (remote · mcp.dreamboothstudio.com)

Ask about your Dreambooth Studio photobooths: sessions, revenue, credits, projects, device status.

- Trust score: 68/100 (medium)
- Change this week: +10
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-18

## Components

- remote · `mcp.dreamboothstudio.com`: 68/100 (this document), [markdown](https://verifymcp.io/servers/com-dreamboothstudio-dreambooth/mcp.md), [page](https://verifymcp.io/servers/com-dreamboothstudio-dreambooth/mcp)

## Channel facts

- Endpoint: `https://mcp.dreamboothstudio.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-18.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 51/100
  - 0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 1107 tokens (~100/item across 11 items; 10 tools + 1 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.
  - Supports UI / widget rendering.

## Install

### Claude

```bash
claude mcp add --transport http com-dreamboothstudio-dreambooth https://mcp.dreamboothstudio.com/mcp
```

### Codex

```toml
[mcp_servers.com-dreamboothstudio-dreambooth]
url = "https://mcp.dreamboothstudio.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-dreamboothstudio-dreambooth": {
      "type": "remote",
      "url": "https://mcp.dreamboothstudio.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-dreamboothstudio-dreambooth --url https://mcp.dreamboothstudio.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-dreamboothstudio-dreambooth:
    url: "https://mcp.dreamboothstudio.com/mcp"
```

### Other

```json
{
  "mcpServers": {
    "com-dreamboothstudio-dreambooth": {
      "type": "http",
      "url": "https://mcp.dreamboothstudio.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-17 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-15 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-13 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-12 (score 65, +7)

- [security improvement] Authorization: unverified → partial
- [functional improvement] Stability: unverified → 0.03

### 2026-08-11 (score 58)

First indexed and scored.

## MCP tools (10)

### `connect_account` (~119 tokens)

Connect or create a Dreambooth account

Connect this conversation to a Dreambooth Studio account. Returns a link the person opens in their own browser to approve with Google. Works for people who do NOT have a Dreambooth account yet — approving creates one, with a 14-day Pro trial — as well as for existing operators. Call this when another tool reports that no account is connected, or when someone asks to connect, sign up, or switch accounts. After returning the link, ask them to open it and say when they are done; do not call this tool again while waiting.

Output parameters:

- `authUrl` (string): Open in a browser to approve. Absent when already connected.
- `createsAccountIfNeeded` (boolean)
- `email` (string|null)
- `expiresInMinutes` (number)
- `message` (string)
- `status` (string): already_connected | awaiting_approval

### `connection_status` (~50 tokens)

Check Dreambooth connection

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.

Output parameters:

- `connected` (boolean)
- `email` (string|null)
- `message` (string)
- `phase` (string)
- `waitingSeconds` (number|null): How long the current device flow has been pending

### `get_sessions` (~218 tokens)

Get photo sessions

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.

Input parameters:

- `endDate` (string): ISO date (YYYY-MM-DD) for the end of the range, inclusive
- `limit` (integer): How many sessions to return (default 20, max 100)
- `paymentSource` (string): Payment channel, e.g. gateway, cash-voucher, discount-voucher
- `projectIds` (string): Comma-separated project ids to limit the range to specific booths
- `sessionStatus` (string): Session status filter
- `startDate` (string): ISO date (YYYY-MM-DD) for the start of the range, inclusive
- `transactionStatus` (string): Payment status filter, e.g. settlement, pending

Output parameters:

- `returned` (number): How many are in this response
- `sessions` (array)
- `total` (number): Sessions matching the filter, across all pages
- `totalPages` (number)

### `get_gallery_stats` (~104 tokens)

Get gallery statistics

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.

Input parameters:

- `includeExpired` (boolean): Count media past its retention window too (default false)
- `projectId` (string): Limit to one booth. Omit for every booth this operator owns.

Output parameters:

- `activeCount` (number): Still inside the retention window
- `expiredCount` (number): Past retention and no longer downloadable
- `totalCount` (number)

### `search_docs` (~95 tokens)

Search Dreambooth documentation

Search the Dreambooth Studio documentation and FAQ. Call this before answering any question about the product, pricing, packages, hardware, printing, subscriptions, or troubleshooting — answer from the docs rather than from memory. Works without a connected account.

Input parameters:

- `limit` (integer): Max results (default 5)
- `locale` (string): Docs language (default en)
- `query` (string, required): Search terms, in English or Indonesian

Output parameters:

- `locale` (string)
- `query` (string)
- `resultCount` (number)
- `results` (array)

### `list_projects` (~68 tokens)

List booths

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.

Output parameters:

- `count` (number)
- `projects` (array)

### `get_project` (~98 tokens)

Get one booth in detail

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.

Input parameters:

- `projectId` (string, required): Project id from list_projects

Output parameters:

- `deviceCount` (number)
- `devices` (array): Empty when device monitoring is unavailable — not an error
- `project` (object)

### `get_revenue_summary` (~163 tokens)

Get revenue summary

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.

Input parameters:

- `from` (string): Start date, ISO YYYY-MM-DD. Omit for all time.
- `groupBy` (string): Bucket size (default month)
- `to` (string): End date, ISO YYYY-MM-DD. Omit for all time.

Output parameters:

- `buckets` (array)
- `found` (boolean)
- `from` (string|null)
- `groupBy` (string)
- `mixedCurrency` (boolean)
- `reconciliation` (object)
- `source` (string): Which ledger the figures came from
- `to` (string|null)
- `totals` (array)

### `get_credits` (~66 tokens)

Get AI credits and plan

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.

Output parameters:

- `credits` (number): AI credits remaining. NOT money — see get_wallet_transactions for that.
- `plan` (string): Subscription package name
- `sessionCredits` (number)
- `subscriptionEndDate` (string|null)
- `videoCredits` (number)

### `get_wallet_transactions` (~120 tokens)

Get wallet transactions

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.

Input parameters:

- `from` (string): Start date, ISO YYYY-MM-DD
- `limit` (integer): Max rows (default 10)
- `to` (string): End date, ISO YYYY-MM-DD

Output parameters:

- `returned` (number)
- `total` (number): Rows matching the filter, across all pages
- `transactions` (array)
- `truncated` (boolean)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-dreamboothstudio-dreambooth/mcp#diagnostics

## Score history

- 2026-08-18: 68
- 2026-08-17: 68
- 2026-08-16: 67
- 2026-08-15: 67
- 2026-08-14: 66
- 2026-08-13: 66
- 2026-08-12: 65
- 2026-08-11: 58

## Links

- Remote endpoint: https://mcp.dreamboothstudio.com/mcp
- Repository: https://github.com/Dreambooth-Studio/dreambooth-mcp
- Website: https://dreamboothstudio.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-dreamboothstudio-dreambooth/mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-dreamboothstudio-dreambooth/mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-dreamboothstudio-dreambooth/mcp