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, video and YouTube links, then search, summarize and export your transcripts.
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://wisprs.co/api/mcpRun this in your terminal
claude mcp add --transport http wisprs https://wisprs.co/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"wisprs": {
"url": "https://wisprs.co/api/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": {
"wisprs": {
"type": "http",
"url": "https://wisprs.co/api/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://wisprs.co/api/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 6, 2026
The registry name was verified against the domain wisprs.co (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 (0.30.0) reached the registry 5 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.
Official Wisprs distribution package for ChatGPT, Codex, Claude Code, and remote MCP clients. Wisprs is a hosted remote MCP server: transcribe audio, video and public media links, then search, summarize, translate and export the transcripts. This repository holds the client configuration, plugin manifests and skills; the server itself runs at wisprs.co.
The authenticated Streamable HTTP endpoints (OAuth 2.1) are:
https://wisprs.co/api/mcp (23 tools, including transcribe_file for files attached in the chat and an inline transcript card).https://wisprs.co/api/mcp/claude (STT and other non-TTS workflows; 39 tools).https://wisprs.co/api/mcp (universal surface; 43 tools, including TTS).https://wisprs.co/mcp/setup.Listed in the official MCP Registry as co.wisprs/wisprs (see server.json).
The Claude release supports transcript, library, meeting, creator, support, and developer workflows:
transcribe_url starts an asynchronous transcription from a public HTTPS media URL.get_private_media_upload_handoff opens the authenticated Wisprs uploader for local or private media without sending file bytes or upload tokens through the model.get_job_status checks the durable operation without creating duplicate work.get_transcript retrieves a completed transcript in bounded, cursor-based pages.get_transcript_artifact retrieves generated content in bounded pages.search_library finds ranked moments in the connected tenant's library.export_transcript creates TXT, SRT, VTT, JSON, Markdown, or DOCX as a private expiring MCP resource.summarize_transcript and generate_chapters create reusable structured artifacts.repurpose_transcript creates show notes, threads, blog drafts, or quote selections.translate_transcript creates a reusable language-specific artifact.The server owns authentication, authorization, tenant isolation, idempotency, rate limits, cost controls, audit records, and data retention. This repository contains no Wisprs service source code, credentials, or customer data.
Test a local checkout:
claude --plugin-dir ./wisprs-ai-connectors
Or add this repository as a marketplace:
/plugin marketplace add Wisprs/wisprs-ai-connectors
/plugin install wisprs-ai-connectors@wisprs-plugins
In Claude Code, run its /mcp command to complete OAuth in the browser. Do not paste tokens into the repository, prompts, or configuration files.
Wisprs is published in ChatGPT's app directory: search for Wisprs, connect, and sign in. Attach a recording or paste a link and ask for a transcript; the transcript card shows progress and the finished text in the chat.
The .codex-plugin/plugin.json manifest uses .mcp-openai.json and the universal endpoint for Codex. Any other MCP client can connect to https://wisprs.co/api/mcp directly and complete OAuth in the browser.
Claude hosts use the checked-in .mcp.json. Other hosts can use .mcp-openai.json for the universal endpoint. Each endpoint returns OAuth protected-resource metadata and drives browser authorization. Static bearer tokens are neither required nor accepted in this package.
transcribe_url once and retain its operationId.get_job_status no faster than retryAfterSeconds.completed, use the returned opaque transcriptionId with get_transcript.nextCursor exactly and state when the response is partial.For exports and AI transformations, use one stable idempotency key, poll the returned operation, then read the exact export resource URI or call get_transcript_artifact with the completed result metadata. Never place a large export directly into conversation context when the MCP resource is available.
Never retry an ambiguous transcribe_url call with a new idempotency key. That can create duplicate billable work.
Requirements: Node.js 22 or newer and, for host validation, current Claude Code and Codex tooling.
npm test
npm run validate npm run package
npm run validate:live-links additionally verifies public policy and support links over HTTPS. Host-specific test cases and release gates are in docs/HOST_COMPATIBILITY.md and docs/REVIEWER_GUIDE.md.
Read SECURITY.md before reporting a vulnerability and PRIVACY.md for the package's data boundaries. The service policies are published at wisprs.co/privacy and wisprs.co/terms.
Version 0.30.0. Published in ChatGPT's app directory and the official MCP Registry; the Claude directory listing is in review. See CHANGELOG.md and release.json for compatibility and provenance.
MIT. See LICENSE.