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
each::labs
Overview
Description from the maker (original English)
AI media built for production. AI orchestration for image, video and audio, in any AI app.
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 checksi3 of 3 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: 3 of 3 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.eachlabs.ai/mcpRun this in your terminal
claude mcp add --transport http eachlabs https://mcp.eachlabs.ai/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"eachlabs": {
"url": "https://mcp.eachlabs.ai/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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"eachlabs": {
"type": "http",
"url": "https://mcp.eachlabs.ai/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.eachlabs.ai/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.
What it can do
The server asks you to sign in before it lists its tools.
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 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain eachlabs.ai (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
- ✓ Pass
Endpoint responds
Responded in 340 ms (HTTP 401)
- ✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
- … 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 2186 servers in this category
- Published to the registry more recently than 79% of the other 2186 servers in this category
- Basic checks equal to or better than 100% of the other 2186 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 each::labs safe?
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.
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 (0.3.0) reached the registry 8 days 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.
each::labs plugin for Claude, Codex and Grok Build
Generate and edit images, video, music and voice with each::labs models, and run your organization's each::labs workflows, by asking in a conversation. The plugin also cuts, crops, resizes and converts media, and shows small interactive cards inside the chat where you upload a file, adjust a model's settings or pick one of several results.
It works in Claude Chat (claude.ai), Claude Desktop, Cowork and Claude Code, and in the Codex app, Codex CLI and Grok Build. You sign in with your each::labs account; there is no API key to paste.
Install
The plugin is installed from its own marketplace, eachlabs/plugin. The same repository serves Claude, Codex and Grok Build.
| Where | How |
|---|---|
| Claude Chat, Claude Desktop | Customize, Plugins, Add marketplace, enter eachlabs/plugin, then add the eachlabs plugin |
| Claude Code | claude plugin marketplace add eachlabs/plugin, then claude plugin install eachlabs@eachlabs |
| Codex CLI | codex plugin marketplace add eachlabs/plugin, then codex plugin add eachlabs@eachlabs, then codex mcp login eachlabs |
| Codex app | Add the marketplace with the CLI command above, then install the eachlabs plugin from Plugins |
| Grok Build | grok plugin install eachlabs/plugin --trust, then sign in when Grok opens the each::labs page in your browser |
Team and Enterprise. An Owner can add the connector https://mcp.eachlabs.ai/mcp for the whole organization. Each member adds the plugin marketplace themselves, because organization-wide plugin sync on claude.ai accepts only the organization's own private repositories. Each member then signs in with their own each::labs account. That account must belong to the each::labs organization that should pay for the runs; a member who signs in with a personal account is billed there instead.
Updating. In Claude Chat and Claude Desktop a plugin installed from the marketplace updates automatically, with no restart. In Claude Code, run claude plugin update eachlabs@eachlabs, then /reload-plugins. In Codex, run codex plugin marketplace upgrade. In Grok Build, run grok plugin update eachlabs.
Sign in
After installing, open the plugin's Connectors tab and choose Connect. A browser window opens on each::labs: sign in and pick the organization to use. Every model run and workflow run is billed to that organization, the same way as a run from the each::labs dashboard or API.
In Grok Build, the browser opens the first time the plugin is used. To sign in again, open /mcps and press i on eachlabs.
What to ask
Ask in your own words. Claude chooses the model, reads its inputs and runs it. Some examples:
| Task | Example |
|---|---|
| Images | "Generate a product photo of a white sneaker on a marble table, soft studio light." |
| Images | "Give me 4 variants of a fantasy trading card with a fire dragon, I want to pick one." |
| Image editing | "Remove the background from this photo." "Turn this portrait into a watercolor painting." |
| Video | "Turn this image into a 5-second clip where the camera slowly pushes in." |
| Video | "Make a 10-second video of waves hitting a lighthouse at sunset." |
| Music | "Compose a 30-second upbeat lo-fi beat for an intro." |
| Voice | "Read this paragraph aloud in a calm male voice." "Transcribe this interview." |
| Cutting and cropping | "Cut the first 10 seconds of this video." "Crop this video to 9:16 for a story." |
| Converting | "Convert this clip to a GIF." "Extract the audio from this video as mp3." |
| Workflows | "Which workflows do we have?" "Run our product clip workflow with this photo." |
When a task has several steps, such as restyling a photo and then animating it, Claude first looks for one of your organization's workflows that does the whole job, and runs it if one fits.
Cards in the conversation
In the chat apps, Claude Chat (claude.ai), Claude Desktop and the Codex app, some answers come with a small card instead of plain text. Terminals such as Claude Code, Codex CLI and Grok Build show the same results as text.
| You see | When |
|---|---|
| A file picker with "Choose a photo" and a progress bar | A model needs a file you have not linked. One card takes a whole set of files, for example all the screenshots for a slideshow. The files go from your browser straight to each::labs storage |
| A form with the model's settings and a Run button | You ask to adjust settings, or a run has options worth choosing first |
| The result: the image, a video or audio player, and download buttons | Every run that produces media. A file in several formats has one button per format. A workflow's outputs show together as a gallery |
| Several results to choose from, and a "Use this variant" button | You asked for several variants. Click between them as often as you like, then press "Use this variant"; Claude continues with that one, and the choice is final |
| A Compare button under an edited image or video | The result is an edit of a file you gave. Drag the handle to compare before and after |
| A timeline with two handles, or a rectangle on the first frame | You want to cut a clip or crop a frame and have not given exact numbers |
| A workflow's inputs as a form, with a file picker for each photo, video or audio input | A workflow needs inputs you have not given |
After you press a card's button, Claude continues on its own. You do not need to type anything. A card you already used stays locked on your choice when you come back to the conversation later.
After the first run of a model in a conversation, Claude ends its reply with a short Adjust generation settings line naming a few of that model's settings. Ask to change any of them and the settings form appears.
Limits
- each::sense skills are not included. The public eachlabs/skills collection also has skills that run through each::sense, the each::labs agent. Access to each::sense is restricted to specific organizations, so this plugin does not include those skills. Most of their tasks, such as background removal, upscaling, trimming or watermarking, work through the models and video tools above.
- Files live on each::labs storage. Uploads and results are stored by each::labs and shown from there. Anyone who has a file's link can open it; the links are long random addresses, not listed anywhere. Files are kept for 180 days, or for your organization's own retention period if it set one, and can be deleted earlier from the storage page in the each::labs dashboard.
- Uploads. One upload card takes up to 50 files, or fewer when the chosen model accepts fewer, and up to 100 MB per file. Files upload four at a time. A card refuses too many files or a file that is too large before anything uploads. The same limits apply to the file fields on a workflow's form.
- Long jobs. A video can take a few minutes. Claude waits for it; if a run takes longer than the wait, Claude checks again until it finishes.
- Variants. Up to 8 results of one prompt in a single request, unless the model itself can make more in one run.
- Workflows. Claude can list, read and run your organization's workflows and show their results. Building or editing a workflow is done in the each::labs dashboard.
- Phones. Cards work in the Claude app; the file picker opens your photo library, not the camera.
- Trimming FLAC audio returns an mp4 file, because the trim copies the audio without converting it. mp3, wav and m4a keep their format.
Troubleshooting
| Problem | What to do |
|---|---|
| A new card or an update does not show | Start a new conversation. If it still does not show, reload claude.ai or restart Claude Desktop |
| A card says it takes fewer files than you have | Tell Claude how many files you have, or ask for another card for the rest |
| Tools fail with a sign-in or permission error | Open the plugin's Connectors tab, disconnect, and connect again |
| A card does not appear, only text | Check you are in Claude Chat or Claude Desktop; Claude Code shows text only. Ask Claude to show the result again |
| A card says a file is no longer available | Ask Claude to show the file again; it fetches a fresh copy of the result |
| The wrong organization is billed | Disconnect the connector and sign in again, picking the right organization |
Data
The plugin connects to one address, https://mcp.eachlabs.ai/mcp, and needs only an each::labs sign-in: no API key, and no scripts or hooks run on your machine.
Your prompts and input file links go to the each::labs MCP server, which runs them on the each::labs API under the organization you picked at sign-in. A file you add on a card goes from your browser to each::labs storage and does not pass through Claude. The plugin stores nothing itself.
Contributing
How the repository is laid out, how the skills are generated and how a version is released is in CONTRIBUTING.md.