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)
App Store and Google Play screenshot generator: design, localize into 41 languages, render, upload.
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.
You need
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Works in Claude on the web, desktop and mobile:
https://mcp.shotlingo.com/mcpRun this in your terminal
claude mcp add --transport http shotlingo https://mcp.shotlingo.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"shotlingo": {
"url": "https://mcp.shotlingo.com/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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"shotlingo": {
"type": "http",
"url": "https://mcp.shotlingo.com/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:
https://mcp.shotlingo.com/mcpMenu 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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 7, 2026
The registry name was verified against the domain shotlingo.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 21 days ago.
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.
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.
ShotLingo MCP: App Store screenshot generator for Claude, Cursor and VS Code
Tell your agent: "make my App Store screenshots in 12 languages and upload them."
It designs the set, writes the captions in 41 languages, ShotLingo renders the pixels,
the set goes straight to App Store Connect or Google Play , and it can start an App Store product page A/B test with it.
Server URL: https://mcp.shotlingo.com/mcp (hosted, streamable HTTP, sign in with your ShotLingo account on the first tool call, no API key to copy).
claude mcp add --transport http shotlingo https://mcp.shotlingo.com/mcp
Then ask Claude Code something from the list below. For Claude web and desktop, Cursor, VS Code and stdio-only clients see Install.
The MCP connector needs a paid ShotLingo plan (Pro, Plus or Studio); store upload and A/B tests need Plus or Studio. Limits are on shotlingo.com/plans. The skills and the store page audit in this repo are free and need no account.
1. Build a set from your own screens
"Make a 6.9-inch App Store set for my habit tracker from these five simulator screenshots, one benefit per screen."
Uses create_project, import_image, generate_page, apply_device_frame. Or start from list_templates, get_template and adapt_template.
2. Localize and render everything
"Translate the set into German, Japanese and Brazilian Portuguese and render all of it."
Uses set_translations (41 languages, right-to-left included), start_batch and get_batch_status.
3. Fix captions that do not fit
"Which captions overflow in German? Shorten them and re-render only those pages."
Uses fit_text_into_design and render_screenshot. Text is fitted by the same export pipeline the ShotLingo web editor uses, so a long German caption shrinks to fit instead of spilling off the frame.
4. Upload, then test it
"Upload the localized set to App Store Connect, then set up a product page A/B test with it."
Uses list_app_store_apps, export_to_app_store (and export_to_google_play for Android), then estimate_ab_test, create_ab_test, list_ab_tests, record_ab_result and stop_ab_test.
Undo is built in. save_version before a risky edit, restore_version to go back; deleted projects come back with restore_project.
Claude Code plugin (MCP server + screenshot design skill + ShotLingo tool guide skill + /shotlingo:localize command)
claude plugin install shotlingo --marketplace AlperenGuntekin/shotlingo-mcp
Inside a Claude Code session, or on a Claude Code version older than 2.1.292:
/plugin marketplace add AlperenGuntekin/shotlingo-mcp
/plugin install shotlingo@shotlingo
Then run /mcp, pick plugin:shotlingo:shotlingo and sign in.
Claude (web and desktop): Settings, Connectors, Add custom connector, paste https://mcp.shotlingo.com/mcp.
Cursor: Add to Cursor, or put this in ~/.cursor/mcp.json:
{ "mcpServers": { "shotlingo": { "url": "https://mcp.shotlingo.com/mcp" } } }
VS Code:
code --add-mcp '{"name":"shotlingo","type":"http","url":"https://mcp.shotlingo.com/mcp"}'
Clients that only speak stdio:
{ "mcpServers": { "shotlingo": { "command": "npx", "args": ["-y", "mcp-remote", "https://mcp.shotlingo.com/mcp"] } } }
The first tool call opens a browser window to sign in to ShotLingo (OAuth 2.1 with PKCE). Nothing is stored in this repo.
| Step | Tools |
|---|---|
| Start from a template or your own screenshots | list_templates, get_template, adapt_template, create_project, duplicate_project, import_image, import_store_screenshots |
| Edit the layout | generate_page, add_page, add_text, add_image, add_shape, update_element, apply_device_frame, fit_text_into_design, update_project |
| Localize | set_translations, get_translations |
| Render | render_screenshot, start_batch, get_batch_status |
| Ship | export_to_app_store, export_to_google_play, list_app_store_apps, list_google_play_apps |
| Test | estimate_ab_test, create_ab_test, list_ab_tests, record_ab_result, stop_ab_test |
| Undo | save_version, list_versions, restore_version, list_trash, restore_project |
| Account | get_usage, list_projects |
The full, current tool list is what the server returns from tools/list; some tools appear only for accounts that have the matching feature on.
No account, no key. One GET, sourced from Apple's public data:
curl -s "https://mcp.shotlingo.com/audit?app=https://apps.apple.com/us/app/id6748750121&format=md"
Real output for one of our own apps (excerpt, read 2026-10-29):
# Store page audit: Breaker: Conversation Starters (US)
It checks 10 major storefronts for untranslated screenshots and descriptions, flags languages your app speaks but its store page does not show, and compares you with the top free apps in your category. What the public data cannot show (caption text, App Previews) is listed as not measured.
npx skills add AlperenGuntekin/shotlingo-mcp
Installs three skills into Claude Code, Cursor, Codex and the other agents the skills CLI supports. They are free and need no account:
The Claude Code plugin also adds the /shotlingo:localize command: one command from "here is my English set" to a rendered, localized set.
your agent ──MCP over HTTPS──▶ mcp.shotlingo.com ──▶ ShotLingo renderer ──▶ PNGs / App Store Connect / Google Play
The server is hosted and closed source. This repo is the open part: client configs, the Claude Code plugin and the skills. Bugs and feature requests for the server are welcome here as issues. The ShotLingo web editor at shotlingo.com has a free plan.
This repo collects nothing: it is configuration and Markdown. What the hosted service stores is described in shotlingo.com/privacy.
Better screenshot rules, client configs for more editors, and clearer docs are all welcome. Open a pull request or an issue. Run npm test before you push.
MIT for everything in this repository. The ShotLingo service has its own terms.