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)
AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.
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Pick the AI app you use, then copy the settings.
KATTO_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Works in Claude on the web, desktop and mobile:
https://mcp.katto.tech/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"katto": {
"command": "npx",
"args": [
"-y",
"katto-mcp"
],
"env": {
"KATTO_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http katto https://mcp.katto.tech/mcpclaude mcp add katto --env KATTO_API_KEY=your-value -- npx -y katto-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"katto": {
"url": "https://mcp.katto.tech/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"katto": {
"command": "npx",
"args": [
"-y",
"katto-mcp"
],
"env": {
"KATTO_API_KEY": "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": {
"katto": {
"type": "http",
"url": "https://mcp.katto.tech/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"katto": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"katto-mcp"
],
"env": {
"KATTO_API_KEY": "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.
ChatGPT connects only to servers on the internet:
https://mcp.katto.tech/mcpMenu names can differ slightly by plan and over time.
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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 miracleweasel, which owns the repo
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Responded in 142 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
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 3 of 3 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: KATTO_API_KEY
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.6.2) reached the registry 3 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.
The AI video clipping MCP server. Turn long videos into scored, captioned, vertical 9:16 short clips from any MCP client (Claude, Cursor, Claude Code, ChatGPT, VS Code, and other conformant clients). Drop in a YouTube link, a podcast, or a Twitch VOD and get publish-ready shorts back through natural conversation.
Powered by Katto, an AI video clipper that turns long-form video (podcasts, interviews, streams, webinars) into short-form clips for TikTok, Reels and YouTube Shorts. Katto is a flat-priced, no-credits alternative to tools like OpusClip: the Creator plan's 25-video monthly quota covers videos up to 90 minutes each. API and MCP access is included on every plan, including the free one (2 videos/month), not gated behind a paid or enterprise tier.
Ask your agent something like *"clip the best moments from this podcast and reframe them for TikTok"* and Katto will:
Typical uses: repurpose a YouTube video into shorts, turn a podcast episode into clips, cut highlights from a Twitch VOD, or convert a long interview into vertical social posts.
Point any OAuth-capable MCP client at the hosted endpoint and sign in with your Katto account. The API key never touches your disk, and you can revoke access anytime:
https://mcp.katto.tech/mcp (Streamable HTTP, OAuth 2.1)
For Cursor, CI and scripts. Create an API key at [katto.tech/dashboard/api-keys](https://katto.tech/dashboard/api-keys), then add the server to your MCP client config:
{
"mcpServers": { "katto": { "command": "npx", "args": ["-y", "katto-mcp"], "env": { "KATTO_API_KEY": "sk_live_..." } } } }
The hosted endpoint above also accepts Authorization: Bearer sk_live_... directly for key-based clients.
Claude Code (hosted, OAuth):
claude mcp add --transport http katto https://mcp.katto.tech/mcp
Claude Desktop — Settings → Connectors → *Add custom connector* → https://mcp.katto.tech/mcp, then sign in. (Or add the npx block above to claude_desktop_config.json.)
Cursor — Settings → MCP → *Add* → paste the npx JSON block above (uses KATTO_API_KEY).
VS Code (MCP extension) — add the same npx block to your MCP settings, or point it at the hosted URL if your client supports remote OAuth servers.
ChatGPT — go to chatgpt.com/plugins, click +, choose Add custom MCP server, paste https://mcp.katto.tech/mcp with OAuth, then type @ in a new chat and pick Katto.
Gemini CLI (extension, hosted, OAuth):
gemini extensions install https://github.com/miracleweasel/katto-mcp
then /mcp auth katto to sign in. The extension (gemini-extension.json + GEMINI.md) points at the hosted endpoint; no key on disk. Manual alternative in ~/.gemini/settings.json: "mcpServers": { "katto": { "httpUrl": "https://mcp.katto.tech/mcp" } }.
Antigravity CLI (agy, Gemini CLI's successor) — add the hosted server to ~/.gemini/config/mcp_config.json: "mcpServers": { "katto": { "serverUrl": "https://mcp.katto.tech/mcp" } }, or run agy plugin import gemini after installing the Gemini CLI extension above.
29 tools, in five groups: nine for clipping, eight for editing, four for publishing, one for feedback, seven for account and reference.
Clipping:
katto_upload_video. Returns a job id.katto_create_clip_job with upload_id.status is completed; clips holds the finished MP4 + caption (SRT) urls.Editing (no quota):
katto_publish_clip. Nothing is posted.Publishing:
Feedback:
Account and reference:
caption_style when creating a job or re-rendering a clip.Jobs draw from your Katto plan's monthly video quota (25 on Creator, 10 on Solo, 2 on Free), with source videos up to 90, 60 and 30 minutes respectively. The underlying REST API also supports Idempotency-Key safe retries, read-only scoped keys, and signed HMAC webhooks. See the docs.
| var | required | default |
|---|---|---|
KATTO_API_KEY | yes | (none) |
KATTO_API_URL | no | https://katto.tech |
Full docs: [katto.tech/docs/api](https://katto.tech/docs/api)
KATTO_API_URL (default katto.tech) over HTTPS.katto_get_webhook_secret returns a signing secret — handle it like any credential; it is only needed to verify inbound webhook signatures.io.github.miracleweasel/katto-mcpKatto – AI video clipping MCP server: turn long videos and podcasts into scored, captioned, reframed 9:16 clips, from any MCP client (Claude, Cursor, ChatGPT). Hosted, OAuth 2.1, no API key on disk.
Intents this server covers: *AI video clipping MCP server*, *MCP server for short-form video*, *MCP to turn podcasts into clips*, *video clipping for AI agents (Claude / Cursor / ChatGPT)*.
Example prompts:
https://youtube.com/watch?v=…"MIT — see LICENSE.