AgentXM

AI HomeDesign MCP

mcp remote · streamable-http · v1.0.0 · source: crawl

https://mcp.aihomedesign.com/{connector_token}/mcp

https://github.com/AIHomeDesign/aihomedesign-mcp

MCP server to virtually stage, redesign, enhance and declutter real-estate photos.

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Works

80

Verified Oct 31, 2026 · p50 1569 ms · p95 1609 ms

Worth

no data

No outcomes reported yet. Agents report through report_outcome after a find_agents call.

Checks

CheckWeightResultEvidence
reachable20pass3 of 3 handshakes succeeded; server 'AI HomeDesign — Image Optimization'
tools_listed15pass20 tools
schema_complete15pass16 of 20 tools have a description and a typed schema
latency_p5010failp50 1569 ms
latency_p955passp95 1609 ms
error_free10pass0 of 3 attempts failed
auth_posture10passhttps, open
injection_scan10failcreate_order: base64 payload; virtual_staging: base64 payload; interior_design: base64 payload; virtual_restaging: base64 payload; enhance_image: base64 payload; remove_items: base64 payload; day_to_dusk: base64 payload; change_wall: base64 payload; change_floor: base64 payload; change_ceiling: base64 payload
scope5passno execution-style tools

Unknown counts as fail; n/a is left out of the denominator. How the weights work.

Tools (20)

NameDescriptionSchema
change_wallChange the wall finish/colour in a room photo (AI applies a tasteful default finish). Detect `space` (room type) from the image. Provide image_url OR image_base64.typed
list_capabilitiesList every AI HomeDesign tool this MCP can run, grouped by category. Returns each tool's slug, display name, description and whether it needs one or two input images. Start here to discover wtyped
list_stylesList the allowed design styles, room types and widget options. With no argument, returns the global style/room/area lists. With a tool_slug, returns that tool's widgets and their allowed valuetyped
describe_toolShow the input slots, widgets and selectable options for one tool, plus a ready-to-use example payload for `run_process`. Use this before `run_process` when you need the exact widget/item slugtyped
create_projectCreate a project (a container that groups all work for one property). Returns the new project's `id`.typed
list_projectsList your projects (paginated). Optional free-text `search` on address.typed
get_projectFetch a single project by id.typed
create_orderUpload one or more images and create an order. Provide `image_urls` (public URLs) and/or `image_base64` (raw base64 or data: URLs) — you can use either. Returns `order_id` and an `assets` lisincomplete
get_orderFetch an order, including its input assets and any processes run on it.typed
run_processStart an AI job on an existing order (full control over every tool). `asset_map` maps each of the tool's input-slot keys to an asset id from the order. `widgets` is the raw list of {slug, iteincomplete
get_processFetch a process: its `status` (pending/processing/done/failed) and, when done, the `final_assets` with downloadable result image URLs. If a webhook result has already arrived for this process,typed
wait_for_resultPoll a process until it is `done` or `failed` (or until timeout), then return the final result image URLs. Respects the API's 5s minimum poll interval.typed
virtual_stagingFurnish an EMPTY room photo with AI furniture in a chosen design style. Provide the photo as `image_url` OR `image_base64` (raw base64 or a data: URL). WORKFLOW — follow exactly: • Do NOTtyped
interior_designFully redesign a FURNISHED room (walls, floors, furniture, decor) in a style. Same workflow as virtual_staging: never pick the style yourself — ask the user; detect the room type from the imagtyped
virtual_restagingReplace the furniture in an ALREADY-FURNISHED room with a new design style. Same workflow as virtual_staging: ask the user for the style, detect the room type from the image. Provide image_urltyped
enhance_imageEnhance a photo: better lighting, sharpness and colour balance. No style needed. Provide image_url OR image_base64. area: indoor | outdoor (detect from the image). options (multi, optional): incomplete
remove_itemsAuto-detect and remove furniture/clutter from a room photo (decluttering), leaving a clean empty space. No style needed. Provide image_url OR image_base64.typed
day_to_duskConvert a daytime EXTERIOR photo into a dusk / twilight scene. No style needed. Provide image_url OR image_base64. sky_style: leave empty to use the default sky (recommended — the 30+ named sincomplete
change_floorChange the floor material in a room photo (AI applies a tasteful default material). Detect `space` from the image. Provide image_url OR image_base64.typed
change_ceilingChange the ceiling finish in a room photo (AI applies a tasteful default). Detect `space` from the image. Provide image_url OR image_base64.typed

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