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)
Transcribe audio and video to text, SRT or VTT. Summaries, translation. Optional OAuth sign-in.
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.
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Works in Claude on the web, desktop and mobile:
https://convert.express/mcpRun this in your terminal
claude mcp add --transport http transcribe https://convert.express/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"transcribe": {
"url": "https://convert.express/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": {
"transcribe": {
"type": "http",
"url": "https://convert.express/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://convert.express/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.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
get_service_infoCall this first when you are new to convert.express, before quoting a price to your user, or when unsure whether a file, link or language is supported. Returns one JSON object: how_to_use (which tool to call in which order), free_use, price (per minute, minimum charges), models,
estimate_costPrice for transcribing a recording of a given length (EUR, plus price_usdc when USDC is on). For a robot linked to its user's account it also shows the user's free minutes left today, balance and daily limit left.
transcribe_urlStart transcribing a media file from a public link (direct file link, YouTube video or Simplecast podcast episode page). Returns job_id and robot_key; then poll get_job.
transcribe_fileStart transcribing an audio or video file your user attached in a ChatGPT chat. ChatGPT fills in a temporary download link and convert.express downloads the file from it. Other chat apps cannot fill in that link: use create_upload for files attached there. Returns job_id; then po
create_uploadFor a file that is neither a public link nor attached in a ChatGPT chat (for example a file attached in another chat app). Returns upload_url (send the file there with an HTTP PUT, then call start_transcription) and upload_page_url (a page where your user uploads the file in a br
start_transcriptionCall after the PUT to upload_url has finished. Checks the file arrived and queues it.
get_jobStatus and results of one job whose job_id you have (from transcribe_url, transcribe_file or create_upload; list_jobs finds a lost job_id). While status is "waiting_for_upload", "queued" or "processing", call it again every 10-20 seconds; each answer has a next_step. "completed":
pay_jobPay for the full transcript of a job whose get_job status is "payment_required", with USDC on Tempo or a card your user shared through a Stripe Shared Payment Token (MPP). Call without payment: you get a payment challenge with the exact price — in EUR for a card, in USDC for Temp
list_jobsYour jobs that still exist (jobs are deleted within 24 hours of being created), newest first, with their status.
create_share_linkA public web page with the results of a completed job, for your user to open or send to others. Anyone with the link can see it until the job expires.
delete_jobDelete the uploaded file, the transcript and all other results of a job right away, instead of waiting for the automatic deletion within 24 hours of its creation. Cannot be undone.
request_summaryAsk for an AI summary or action items of a completed job. Returns at once; the result appears in get_job ("summary" / "action_items").
translateTranslate the transcript, subtitles (timecodes kept), summary or action items of a completed job into another language. Returns at once; the result appears in get_job under "translations".
send_feedbackTell the convert.express team about a bug, a missing feature, or a question — from you or your user. A human reads every message; there is no automatic reply. Include reply_email only if your user wants an answer.
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 9, 2026
The registry lists no source repo, so we cannot match the publisher (convert.express) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 789 ms (HTTP 200)
No sign-in needed
Read 14 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 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 (1.2.1) reached the registry 14 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.
No README found in the repo