Skip to main content
Glama

House AI

Redesign a room from a photo

redesign_room

AI interior design: redesign, redecorate or remodel a room from a photo of it, in a chosen style (for example a Japandi living room, a modern farmhouse kitchen or a cozy bedroom makeover). Keeps the room's layout and returns a photorealistic image of the new design. Uses one House AI design credit. Needs a photo: attached in chat, a public link, or an upload_id from get_photo_upload_link.

Input Schema

NameRequiredDescriptionDefault
notesNoAnything specific the user asked for, in their words (for example 'keep the fireplace').
photoNoThe room or house photo the user attached in chat. Filled in by the app, not typed.
styleYesDesign style, for example 'Japandi', 'Scandinavian', 'coastal'. See search_design_styles.
photo_urlNoA public https link to the photo, if the user gave one instead of attaching it.
room_typeNoThe room, for example 'living room', 'kitchen', 'bedroom', 'bathroom', 'home office'.
renovationNoTrue for a bigger remodel that can change finishes and fixtures; false keeps the room's structure.
color_paletteNoOptional palette, for example 'warm tones', 'earth tones', 'monochrome'.
photo_upload_idNoThe upload_id from get_photo_upload_link, once the user says the photo is uploaded.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations (non-read-only, open-world, non-idempotent, non-destructive), the description discloses the two facts an agent most needs: the call consumes one House AI design credit, and the output is a photorealistic image preserving the room's layout. It also flags that a photo is mandatory, which is the main failure mode.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core action and its output are front-loaded in the first two sentences, with examples woven in rather than listed separately. The cost and photo-requirement facts come last as scannable constraints; nothing is redundant with the title or schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For an 8-parameter tool with a nested photo object and no output schema, the description covers what is generated, what is preserved, what it costs, and how to supply the image. Remaining gaps are minor: no mention of how renovation=true interacts with the credit cost or what happens if the generation fails.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds real value by explaining that the three photo-related parameters are alternative input routes (attached photo vs public link vs upload_id from get_photo_upload_link), a relationship the schema does not state. It also illustrates the style parameter with several concrete style names.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb set (redesign, redecorate, remodel) applied to a concrete resource (a room from a photo) and names the style dimension with concrete examples like 'Japandi living room' and 'modern farmhouse kitchen'. It also states an output ('a photorealistic image of the new design') and a constraint ('keeps the room's layout'), which separates it from paint_walls or change_flooring in spirit, though it never names the sibling tools explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives clear preconditions: a photo is required, and it enumerates the three acceptable sources (chat attachment, public link, upload_id from get_photo_upload_link), routing the agent to a specific sibling for one path. It stops short of stating when to prefer empty_room, furnish_empty_room, or paint_walls instead, so the exclusion side is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.