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 and images from a photo or text in ChatGPT and Claude. Seedance 2 Mini by default.
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.
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Works in Claude on the web, desktop and mobile:
https://doravideo.com/mcpRun this in your terminal
claude mcp add --transport http dora https://doravideo.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dora": {
"url": "https://doravideo.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": {
"dora": {
"type": "http",
"url": "https://doravideo.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://doravideo.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.
The server asks you to sign in before it lists its tools.
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 Saga-Labs, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 217 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.
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 (1.2.0) reached the registry 6 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:↓ Downloads per weeki★ 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.
Dora Video is a hosted AI video and image generation MCP server for ChatGPT, Claude, Cursor, Google Antigravity and any other Model Context Protocol client. One OAuth-secured connection gives an agent 12 models (Seedance 2 Mini by default, Seedance 2, Kling 2.6 Motion Control, Grok Imagine, Nano Banana 2, Nano Banana Pro and others) with the coin cost of each returned before anything is generated, sorted cheapest first.
https://doravideo.com/mcp
Built and operated by Saga Labs. Full public specification, limitations included: [https://doravideo.com/ai-video-mcp](https://doravideo.com/ai-video-mcp)
Most video MCP servers are either a single provider, or raw infrastructure that hands your agent a job id and leaves it to build polling, retries and billing. Dora sits in between: a curated catalogue behind one account and one balance, four tools an agent can reason about in a single pass, and a finished MP4 or image at the end.
The design bet is that an agent picks better from a short list. A tool per model, or per provider, makes the tool list longer than the task.
| Tool | What it does |
|---|---|
list_models | Every model with its live coin cost, max duration, and whether it accepts an image or a video input. Sorted cheapest first. |
generate_video | Text-to-video, image-to-video, or motion transfer from a driving clip. Returns a job id. |
generate_image | Text-to-image and image editing from reference photos. Returns a job id. |
check_job | Polls a job and returns the finished file. |
Because list_models publishes prices, this works:
"Animate this product photo as a vertical ad. Use the cheapest model that can
do it, tell me what it will cost, and wait for me to confirm."
Video (6): seedance_2_mini (default), grok_text_to_video, grok_image_to_video, grok_1_5, kling_2_6_motion, seedance_2
seedance_2_mini was called seedance_1_5_pro until its provider retired Seedance 1.5 Pro on 25 October 2026; the old name still works.
Image (6): nano_banana_2 (default), z_image, google_nano_banana, google_nano_banana_edit, gpt_image_2, nano_banana_pro
Veo was removed on 2 November 2026.
1 Dora coin = 1 provider credit, no multiplier. Dollar figures are the coin value on the weekly Pro plan ($4.99 for 500 coins, about $0.01 a coin). Verified with list_models on 2 November 2026.
| Model | Configuration | Coins | On Pro |
|---|---|---|---|
z_image | 1 image | 1 | $0.01 |
google_nano_banana | 1 image | 4 | $0.04 |
nano_banana_2 | 1K image | 10 | $0.10 |
grok_1_5 | 4s · 480p video, native audio | 10 | $0.10 |
seedance_2_mini | 4s · 480p video, audio | 16 | $0.16 |
seedance_2_mini | 8s · 480p video, audio (default) | 31 | $0.31 |
nano_banana_pro | 1K–2K image | 18 | $0.18 |
kling_2_6_motion | 5s driving clip, 11 coins a second | 55 | $0.55 |
seedance_2 | 4s · 480p video | 76 | $0.76 |
Longer durations, higher resolutions and audio scale up. list_models is always authoritative; this table is a snapshot.
Add https://doravideo.com/mcp as a remote MCP server and approve the OAuth prompt. OAuth 2.1 with dynamic client registration; no API key to manage. Step-by-step guides:
For clients that only speak stdio, bin/dora-mcp.js in this repo bridges to the same endpoint with an API key from doravideo.com/account:
{
"mcpServers": { "dora": { "command": "node", "args": ["/path/to/dora-mcp/bin/dora-mcp.js"], "env": { "DORA_API_KEY": "dora_sk_..." } } } }
Stated here so nobody discovers it later:
list_models returns costs cheapest first and the agent chooses; Dora does not choose for it.If you are building your own high-volume video backend, model infrastructure platforms are a better fit. Dora is a better fit when the goal is a finished clip with minimal integration.
| Plan | Price | Credits |
|---|---|---|
| Pro weekly (web) | $4.99 / week (first week $1.99) | 500 / week |
| Pro annual (web) | $119.99 / year | 300 / week |
| Credit packs | from $2.99 | 300+, never expire |
Every plan includes every model, every resolution, commercial rights and no watermark.
The same account and balance work on the web at doravideo.com and on the iPhone app. Android is in review.
The MCP server itself is hosted and closed-source. This repository is the public documentation and the stdio bridge.