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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

RoomLab.app

Virtual Staging, Declutter Room, Change Style and room videos from your property photos.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
254 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
19

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 254 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name roomlab.

  • Pass
    Lists tools

    tools/list returned 19 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 254 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 254 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    99 of 163 parameters have a description (61%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-06T16:52:51.555432Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using RoomLab.app

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http roomlab-app https://mcp.roomlab.app/mcp

Capabilities

Tools 19

change_room_style

Use only when the user wants a furnished room restyled while keeping its furniture arrangement. Ask only for the room image, room type, and design style when missing. Do not use this to furnish an empty room.

Discovered
clean_garden

Use when the user wants weeds and debris removed so a garden or outdoor area looks neat and maintained.

Discovered
create_house_tour

Use when the user wants a cinematic tour made from three to six room images in order. The workspace offers an automatic or user-written script and 12-, 15-, or 30-second durations.

Discovered
create_video_transition

Use when the user wants an animated transformation from a start image to an end image. The transition style and 5- or 10-second duration match the workspace controls.

Discovered
create_video_walkthrough

Use when the user wants one room photo animated with a camera move or other described effect. The effect and 5- or 10-second duration match the workspace controls.

Discovered
custom_prompt

Use for the workspace Custom Prompt mode when another named RoomLab mode does not match. The user may supply one main image, up to six reference images, and natural-language instructions.

Discovered
declutter_room

Use when the user wants clutter and visual mess removed while keeping the major furniture and architecture. This matches the Declutter Room workspace card.

Discovered
empty_room

Use when the user wants all furniture, appliances, and decor removed so the room appears vacant. This matches the Empty Room workspace card.

Discovered
fill_and_clean_pool

Use when the user wants a pool filled with clean water and the surrounding pool area tidied.

Discovered
get_generation

Check a RoomLab.app creation and return status or finished media as data, without opening another card. The existing creation card polls automatically. Use this tool when no card is available or the user asks to check a result; do not repeatedly poll alongside an active card.

Discovered
make_grass_greener

Use when the user wants dry or patchy grass refreshed so the lawn looks green and healthy.

Discovered
render_exterior

Use when the user wants an exterior sketch, model view, or design image turned into a photorealistic architectural render. Time of day, season, landscape, and extra instructions match the workspace controls.

Discovered
render_interior

Use when the user wants an interior sketch, model view, or design image turned into a photorealistic architectural render. Time of day and extra instructions are the only optional workspace controls.

Discovered
replace_furniture

Use when the user wants one furniture item replaced with the item shown in a reference image. Ask for the room type and furniture item only when missing.

Discovered
replace_material

Use when the user wants the material on a wall, floor, rug, curtain, countertop, backsplash, or another surface changed to match a reference image.

Discovered
set_sky_blue

Use when the user wants a dull or cloudy sky changed to a clear bright blue sky while preserving the property and landscaping.

Discovered
upscale_room_image

Use this when the user asks to make an existing RoomLab image 4K. The generation ID is enough; RoomLab retrieves the image and selects the correct upscale path internally.

Discovered
virtual_stage_room

Use only when the user wants furniture and decor added to an empty room. Ask only for the room image, room type, and design style when missing. Do not use this to restyle a furnished room.

Discovered
visualize_wall_colors

Use this when the user wants to compare paint colors on the walls of the same room. It returns a nine-color comparison. Color preferences are optional; use RoomLab’s balanced default palette when the user did not specify colors.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected254 ms19