Dreambooth Studio: tool descriptions scored com.dreamboothstudio/dreambooth

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://mcp.dreamboothstudio.com/mcp
Homepage: dreamboothstudio.com
Repository: github.com/Dreambooth-Studio/dreambooth-mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Dreambooth Studio (com.dreamboothstudio/dreambooth)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/com.dreamboothstudio/dreambooth

Average score: 76.2 / 100Clear
Tools: 22
Near-identical descriptions: 0

Across the server

Minor
The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools

get_project

57 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

connection_status

60 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

get_gallery_stats

61 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 17 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required

get_revenue_summary

66 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required

list_projects

67 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

get_wallet_transactions

69 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 17 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

get_booth_draft

70 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Required identifiers whose description does not say where the value comes from: draftId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_credits

70 / 100Clear

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

No issues.

search_docs

70 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_sessions

72 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 17 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
String arguments with no constraint or example: sessionStatus.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

preview_filter

75 / 100Clear

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

check_generation

80 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 17 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

update_booth_draft

81 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 14 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Major
Arguments without a description: palette.primaryColor, palette.secondaryColor, palette.backgroundColor, settings.welcome, settings.welcome.startWithPayment, settings.capture, settings.capture.captureCount, settings.capture.captureCountdown, settings.capture.prepTimeout, settings.capture.captureTimeout, settings.capture.selfPhotoDuration, settings.capture.gifEnabled, settings.capture.gifSpeed, settings.capture.recordingEnabled, settings.capture.recordingSpeed, settings.retake, settings.retake.enabled, settings.retake.retakeTimeout, settings.retake.maxRetakeCount, settings.retake.maxRetakeSession, settings.select, settings.select.enabled, settings.select.selectionTimeout, settings.frame, settings.frame.displayFrameTitle, settings.filter, settings.filter.enabled, settings.filter.useLivePreview, settings.filter.applyAfterCapture, settings.checkout, settings.checkout.enabled, settings.checkout.checkoutTimeout, settings.checkout.promoEnabled, settings.payment, settings.payment.enabled, settings.payment.paymentTimeout, settings.result, settings.result.resultTimeout, settings.result.askUserConsent, settings.result.emailEnabled, settings.result.reprintEnabled, settings.result.reprintTimeout.param_no_description
Minor
The meaning of the boolean argument settings.welcome.startWithPayment is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.capture.gifEnabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.capture.recordingEnabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.retake.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.select.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.frame.displayFrameTitle is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.filter.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.filter.useLivePreview is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.filter.applyAfterCapture is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.checkout.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.checkout.promoEnabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.payment.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.result.askUserConsent is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.result.emailEnabled is unclear.vague_boolean
Minor
The meaning of the boolean argument settings.result.reprintEnabled is unclear.vague_boolean

connect_account

82 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

save_frame

82 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Required identifiers whose description does not say where the value comes from: threadId, generationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_filter

85 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

duplicate_project

85 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

create_booth

87 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

start_frame

87 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

refine_booth

89 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

start_booth

89 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

refine_frame

92 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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