Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Description from the maker (original English)
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
UNSPLASH_ACCESS_KEY, PEXELS_API_KEY, PIXABAY_API_KEY, FREEPIK_API_KEY, STOCKVAULT_API_KEY, DEFAULT_PROVIDERValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"images": {
"command": "uvx",
"args": [
"stock-image-mcp"
],
"env": {
"UNSPLASH_ACCESS_KEY": "your-value",
"PEXELS_API_KEY": "your-value",
"PIXABAY_API_KEY": "your-value",
"FREEPIK_API_KEY": "your-value",
"STOCKVAULT_API_KEY": "your-value",
"DEFAULT_PROVIDER": "your-value"
}
}
}
}Run this in your terminal
claude mcp add images --env UNSPLASH_ACCESS_KEY=your-value --env PEXELS_API_KEY=your-value --env PIXABAY_API_KEY=your-value --env FREEPIK_API_KEY=your-value --env STOCKVAULT_API_KEY=your-value --env DEFAULT_PROVIDER=your-value -- uvx stock-image-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"images": {
"command": "uvx",
"args": [
"stock-image-mcp"
],
"env": {
"UNSPLASH_ACCESS_KEY": "your-value",
"PEXELS_API_KEY": "your-value",
"PIXABAY_API_KEY": "your-value",
"FREEPIK_API_KEY": "your-value",
"STOCKVAULT_API_KEY": "your-value",
"DEFAULT_PROVIDER": "your-value"
}
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"images": {
"type": "stdio",
"command": "uvx",
"args": [
"stock-image-mcp"
],
"env": {
"UNSPLASH_ACCESS_KEY": "your-value",
"PEXELS_API_KEY": "your-value",
"PIXABAY_API_KEY": "your-value",
"FREEPIK_API_KEY": "your-value",
"STOCKVAULT_API_KEY": "your-value",
"DEFAULT_PROVIDER": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
DEFAULT_PROVIDER envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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
The registry name was verified with the GitHub account Hasilt, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
You need to fill in: UNSPLASH_ACCESS_KEY, PEXELS_API_KEY, PIXABAY_API_KEY, FREEPIK_API_KEY, STOCKVAULT_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.6) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server
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
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
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.
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.
An MCP server that lets Claude Code (or any MCP-compatible agent) search and download stock images by tool call — useful for sourcing images while writing SEO blog posts or other content.
| Provider | API type | Requires key | Default rate limit |
|---|---|---|---|
| Unsplash | Official | Yes | 50/hr demo, 5000/hr production |
| Pexels | Official | Yes | 200/hr |
| Pixabay | Official | Yes | 100 req/60s |
| Freepik | Official | Yes | configurable (plan-dependent) |
| StockVault | Official | Yes | configurable (undocumented, conservative default) |
| Burst (Shopify) | Unofficial scrape | No | self-imposed, polite default |
Burst has no public API. It's included as a best-effort HTML scraper, clearly marked unsupported in code — any failure there is caught and reported as an empty result rather than breaking search_all_images.
Each user runs the server locally and supplies their own provider API keys — there's no shared hosting or centrally-held keys.
With Claude Code:
claude mcp add stock-image-mcp \
-e UNSPLASH_ACCESS_KEY=... \ -e UNSPLASH_TIER=demo \ -e PEXELS_API_KEY=... \ -e PIXABAY_API_KEY=... \ -e FREEPIK_API_KEY=... \ -e FREEPIK_REQUESTS_PER_MINUTE=60 \ -e STOCKVAULT_API_KEY=... \ -e STOCKVAULT_REQUESTS_PER_HOUR=60 \ -e BURST_REQUESTS_PER_MINUTE=10 \ -e DEFAULT_PROVIDER=pexels \ -e DOWNLOAD_DIR=./downloads \ -- uvx stock-image-mcp
With OpenAI Codex CLI:
codex mcp add stock-image-mcp \
--env UNSPLASH_ACCESS_KEY=... \ --env UNSPLASH_TIER=demo \ --env PEXELS_API_KEY=... \ --env PIXABAY_API_KEY=... \ --env FREEPIK_API_KEY=... \ --env FREEPIK_REQUESTS_PER_MINUTE=60 \ --env STOCKVAULT_API_KEY=... \ --env STOCKVAULT_REQUESTS_PER_HOUR=60 \ --env BURST_REQUESTS_PER_MINUTE=10 \ --env DEFAULT_PROVIDER=pexels \ --env DOWNLOAD_DIR=./downloads \ -- uvx stock-image-mcp
With Gemini CLI:
gemini mcp add stock-image-mcp \
-e UNSPLASH_ACCESS_KEY=... \ -e UNSPLASH_TIER=demo \ -e PEXELS_API_KEY=... \ -e PIXABAY_API_KEY=... \ -e FREEPIK_API_KEY=... \ -e FREEPIK_REQUESTS_PER_MINUTE=60 \ -e STOCKVAULT_API_KEY=... \ -e STOCKVAULT_REQUESTS_PER_HOUR=60 \ -e BURST_REQUESTS_PER_MINUTE=10 \ -e DEFAULT_PROVIDER=pexels \ -e DOWNLOAD_DIR=./downloads \ -- uvx stock-image-mcp
Or add it to your MCP config manually with uvx (no clone or install step required — uvx fetches the package from PyPI on first run):
{
"mcpServers": { "stock-image-mcp": { "command": "uvx", "args": ["stock-image-mcp"], "env": { "UNSPLASH_ACCESS_KEY": "...", "UNSPLASH_TIER": "demo", "PEXELS_API_KEY": "...", "PIXABAY_API_KEY": "...", "FREEPIK_API_KEY": "...", "FREEPIK_REQUESTS_PER_MINUTE": "60", "STOCKVAULT_API_KEY": "...", "STOCKVAULT_REQUESTS_PER_HOUR": "60", "BURST_REQUESTS_PER_MINUTE": "10", "DEFAULT_PROVIDER": "pexels", "DOWNLOAD_DIR": "./downloads" } } } }
Only UNSPLASH_ACCESS_KEY, PEXELS_API_KEY, PIXABAY_API_KEY, FREEPIK_API_KEY, and STOCKVAULT_API_KEY are actual secrets — set only the ones for providers you want enabled and drop the rest; any provider key you omit is simply skipped by search_all_images and rejected if queried directly via search_stock_images. The remaining variables are optional tuning knobs shown above with their defaults — see .env.example for the full list.
search_stock_images(query, provider="default", orientation=None, per_page=10, page=1)search_all_images(query, orientation=None, per_page=5) — fans out to every configured provider concurrentlyget_best_image(query, provider="default")download_image(url, dest_path, provider=None) — saves locally, returns attribution text if the image came from a prior searchget_attribution(provider, image_id)get_rate_limit_status(provider=None)You don't call these tools directly — you just talk to your agent, and it decides when to reach for one based on what you asked and the tool descriptions above. A few things worth knowing:
search_all_images (or search_stock_images if you name a provider). "Download that first Unsplash result to ./images/hero.jpg" triggers download_image. "How many Pexels requests do I have left this hour?" triggers get_rate_limit_status.search_stock_images needs a specific provider (or "default"); search_all_images just queries everything you've configured keys for and merges the results. Say "search Pexels only" or similar if you care which one gets used.download_image returns the attribution text alongside the file when it applies — it's on you to paste it wherever the image ends up, the server won't do that part for you.Working from a clone instead of the published package:
uv sync
cp .env.example .env # fill in the API keys for providers you want enabled uv run stock-image-mcp
Point your Claude config at the local checkout instead of uvx:
{
"mcpServers": { "stock-image-mcp": { "command": "uv", "args": [ "--directory", "/absolute/path/to/stock-image-mcp", "run", "stock-image-mcp" ], "env": { "UNSPLASH_ACCESS_KEY": "...", "UNSPLASH_TIER": "demo", "PEXELS_API_KEY": "...", "PIXABAY_API_KEY": "...", "FREEPIK_API_KEY": "...", "FREEPIK_REQUESTS_PER_MINUTE": "60", "STOCKVAULT_API_KEY": "...", "STOCKVAULT_REQUESTS_PER_HOUR": "60", "BURST_REQUESTS_PER_MINUTE": "10", "DEFAULT_PROVIDER": "pexels", "DOWNLOAD_DIR": "./downloads" } } } }
uv run pytest # test suite (mocked HTTP, no live keys needed)
uv run ruff check . # lint uv run ruff format . # format uv run mypy src # type check
To try it against real providers, use the MCP Inspector:
npx @modelcontextprotocol/inspector uv run stock-image-mcp