Figma Context MCP
by GLips
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Runs on your computer★ 16,165MITUpdated 5 months ago
Install
AI HomeDesign MCP
Overview
Description from the maker (original English)
MCP server to virtually stage, redesign, enhance and declutter real-estate photos.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Design, images & audio
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://mcp.aihomedesign.com/{connector_token}/mcpThe address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Run this in your terminal
claude mcp add --transport http aihomedesign 'https://mcp.aihomedesign.com/{connector_token}/mcp'The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aihomedesign": {
"url": "https://mcp.aihomedesign.com/{connector_token}/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"aihomedesign": {
"type": "http",
"url": "https://mcp.aihomedesign.com/{connector_token}/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://mcp.aihomedesign.com/{connector_token}/mcpThe address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Menu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain aihomedesign.com (the registry checks domain ownership)
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- – Not applicable
Endpoint responds
The address needs your own account values, so we cannot check it for you
- – Not applicable
Sign-in with OAuth
The address needs your own account values, so we cannot check it for you
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Design, images & audioi
- More stars than 0% of the other 2759 servers in this category
- Published to the registry more recently than 15% of the other 2759 servers in this category
- Basic checks equal to or better than 100% of the other 2759 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is AI HomeDesign MCP safe?
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 4 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Claude Real Video
by HUANGCHIHHUNGLeo
Let any LLM watch a video locally — and search everything it has ever watched.
Runs on your computer★ 2,284MITUpdated 2 months ago
Install
Figma MCP Server
by figma
Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.
Runs in the cloud★ 2,152Updated 13 months ago
Install
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
AI HomeDesign MCP Server — AI Virtual Staging, Home Staging & Interior Design for Claude
An open‑source Model Context Protocol (MCP) server for AI virtual staging
and real‑estate photography editing. It turns the
AI HomeDesign photo API into natural‑language
tools, so Claude — or any MCP client — can do virtual home staging,
AI interior design, photo enhancement, decluttering, and day‑to‑dusk
conversions just by being asked.
What is this?
AI HomeDesign MCP Server exposes the AI HomeDesign V3 API as a set of Model Context Protocol tools over streamable HTTP. Any MCP‑compatible AI client — Claude Desktop, Claude in the browser, Cursor, and more — can then run professional real‑estate photo editing in plain English:
- 🛋️ Virtual staging — furnish an empty room with photorealistic AI furniture in a chosen design style. Digital home staging in seconds, with no physical furniture.
- 🎨 Virtual restaging & AI interior design — replace existing furniture or fully redesign a furnished room.
- ✨ Image enhancement — fix lighting, sharpness, and color balance for listing‑ready photos.
- 🧹 Item removal / decluttering — automatically remove furniture and clutter to reveal a clean space.
- 🌆 Day to dusk — convert a daytime exterior into a warm twilight / dusk scene.
- 🧱 Wall, floor & ceiling changes — restyle surfaces with a tasteful AI finish.
Because it speaks MCP, there is no SDK to learn — you describe what you want and the model calls the right tool with the right parameters.
Why virtual staging and home staging over MCP?
Traditional home staging means renting furniture and scheduling a shoot. Virtual staging for realtors replaces that with an edited photo — but it still costs hours in editing tools or days of turnaround from a staging service.
This server collapses that into a conversation: drop in a listing photo, pick a style, and get back a downloadable, market‑ready image. It's multi‑tenant (every caller uses their own AI HomeDesign key), stateless, and self‑hostable, so it fits both a single agent and a production PropTech product.
Available tools
| Tool | What it does | Input |
|---|---|---|
list_capabilities | List every tool, grouped by category | — |
list_styles | List allowed design styles, room types & widget options | — |
describe_tool | Show a tool's inputs + a ready‑to‑use example payload | tool slug |
virtual_staging | Furnish an empty room in a design style | image + style + room |
virtual_restaging | Swap furniture in an already‑furnished room | image + style + room |
interior_design | Fully redesign a furnished room | image + style + room |
enhance_image | Improve lighting, sharpness & color | image |
remove_items | Declutter / remove furniture | image |
day_to_dusk | Turn a daytime exterior into dusk | image |
change_wall / change_floor / change_ceiling | Restyle a surface | image + room |
create_project · create_order · run_process · get_process · wait_for_result | Low‑level primitives for full control | see describe_tool |
Every helper accepts an image URL or a base64 image, and returns downloadable result‑image URLs.
Supported design styles: prime, modern, farmhouse, scandinavian, hampton, industrial, traditional, contemporary. Supported room types: bedroom, living‑room, kitchen, bathroom, dining‑room, home‑office, outdoor, nursery.
Quick start
Option A — Connect to the hosted server (no setup)
- Get your API key. Sign in at aihomedesign.com, open API / Developer settings, and copy your
x-api-key. - Generate your connector link. Paste that key into the generator at [aihomedesign.com/mcp](https://aihomedesign.com/mcp). The key is validated server‑side once, then stored encrypted; you get back a personal endpoint:
https://mcp.aihomedesign.com/aihd_<your-token>/mcpYour raw key never appears in the URL.
- Add it to your AI assistant. In Claude: Settings → Connectors → Add custom connector, name it *AI HomeDesign*, and paste the URL. Every tool shows up automatically. Works with any MCP‑compatible client.
⚠️ The connector link does not contain your raw key, but it **grants access to your
account — treat it like a password.** Rotating your key in the AI HomeDesign
dashboard revokes every link previously issued for it.
Server health check, no key needed: mcp.aihomedesign.com/health
Option B — Self‑host with Docker
git clone https://github.com/AIHomeDesign/aihomedesign-mcp.gitcd aihomedesign-mcp cp .env.example .env # add your AIHD_API_KEY (and DB_DSN/TOKEN_SECRET for multi-tenant)
docker build -t aihomedesign-mcp . docker run -p 8080:8080 --env-file .env aihomedesign-mcp
The MCP endpoint is served at http://localhost:8080/mcp (streamable HTTP), with a health check at GET /health.
Option C — Run locally with Python
pip install -r requirements.txtexport AIHD_API_KEY=your_key_here python app/server.py
Configuration
All configuration is via environment variables — see .env.example.
| Variable | Purpose | Default |
|---|---|---|
AIHD_API_KEY | Default/fallback AI HomeDesign x‑api‑key | — |
AIHD_API_BASE | API base URL | https://api.aihomedesign.com/v3 |
PORT | Listen port | 8080 |
DB_DSN | Postgres DSN for token map + usage log (optional) | — |
TOKEN_SECRET | Fernet key to encrypt user keys at rest (optional) | — |
MCP_CONNECTOR_BASE | Base used to build connector links | — |
UPLOAD_DIR / PUBLIC_BASE | Enable the built‑in image‑upload endpoint | — |
Security & multi‑tenant design
- Bring‑your‑own‑key: each request carries the caller's own AI HomeDesign key; jobs run under that key.
- Keys never sit in the URL: the landing page validates a key, then mints an opaque
aihd_…connector token; the raw key is stored encrypted at rest (Fernet) and swapped back in per request. - Usage logging records the tool, status, and timing per call — never the raw key (only a short, non‑reversible fingerprint).
- Graceful degradation: if the database is unreachable, the server keeps serving.
How it works
MCP client (Claude, Cursor, …)│ streamable HTTP /mcp ▼ AI HomeDesign MCP server ──► AI HomeDesign V3 API ──► result image URLs (this repo) (api.aihomedesign.com)
The server is built on FastMCP and Starlette/uvicorn, with a pure‑ASGI auth middleware that binds the per‑request key.
Tech stack
Python 3.12 · MCP (FastMCP) · Starlette · uvicorn · httpx · PostgreSQL (optional) · Docker.
FAQ
What is an MCP server?
An MCP server exposes tools, data, and prompts to an AI model through the Model Context Protocol — an open standard introduced by Anthropic. The model discovers the available tools at runtime and calls them itself, so you never write glue code against a bespoke SDK. This repo is an MCP server whose tools happen to edit real‑estate photos.
How do you virtually stage a photo with this?
Connect the server to Claude, then send an empty‑room photo and ask for a style — for example *"stage this living room in a scandinavian style."* Claude calls the virtual_staging tool with the right parameters and returns a downloadable, photorealistic image. No manual editing, no design software.
Is this AI virtual staging free?
The MCP server itself is open source and MIT‑licensed, so you can self‑host it at no cost. The image processing runs on the AI HomeDesign API and uses your own API key.
Does it work with clients other than Claude?
Yes. It speaks standard MCP over streamable HTTP, so any MCP‑compatible client — Claude Desktop, Claude in the browser, Cursor, and others — can use it.
What is the difference between virtual staging and virtual restaging?
Virtual staging furnishes an *empty* room. Virtual restaging swaps the furniture in an *already‑furnished* room. Use interior_design when you want to redesign a furnished room completely rather than just replace the furniture.
Learn more
- 🔌 Connect in one click: aihomedesign.com/mcp
- 🌐 Website: aihomedesign.com
- 📖 Model Context Protocol: modelcontextprotocol.io
Contributing
Issues and pull requests are welcome. Please open an issue to discuss substantial changes first.
License
Released under the MIT License.
Keywords: MCP server · Model Context Protocol · Claude MCP · Anthropic MCP · MCP tools · virtual staging · AI virtual staging · virtual staging software · home staging · virtual staging for realtors · AI home design · AI interior design · real estate photography · real estate photo editing · virtual restaging · day to dusk · image enhancement · item removal · real estate AI · PropTech.