Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Transcribe audio, video and YouTube links, then search, summarize and export your transcripts.
Pick the AI app you use, then copy the settings.
Passed 5/5 checks · What you ask goes through the maker’s server (wisprs.co)
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Wisprshttps://wisprs.co/api/mcpLeave Authentication as Claude detected it, then click Add
+ConnectorsWisprs
Use Wisprs and tell me what you can do for me, then show me one thing✓ If Claude says it is using Wisprs or shows a Wisprs tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT on business plans only
ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet
Plugins+Add custom MCP server
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Wisprshttps://wisprs.co/api/mcpStart a new chat and pick Wisprs from your plugins before typing
Use Wisprs and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Wisprs or shows a Wisprs tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --transport http --scope user wisprs https://wisprs.co/api/mcpYou should see Wisprs listed as connected
Use Wisprs and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Wisprs or shows a Wisprs tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Use Wisprs and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Wisprs or shows a Wisprs tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Use Wisprs and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Wisprs or shows a Wisprs tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://wisprs.co/api/mcpJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http --scope user wisprs https://wisprs.co/api/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"wisprs": {
"url": "https://wisprs.co/api/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"wisprs": {
"type": "http",
"url": "https://wisprs.co/api/mcp"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
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 12, 2026
The registry name was verified against the domain wisprs.co (the registry checks domain ownership)
Code last changed 6 days ago
Uses MIT
Responded in 280 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
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
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Posts here are written by users, not the PopNx team.
No reviews yet
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 5 of 5 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 6 days ago, and the latest version (0.30.0) reached the registry 11 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 Business and above.
In the same category: Figma Context MCP, AutoClip, Next AI Draw.io
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.
Clip long videos into short clips with covers and captions. Local CLI and MCP.
draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand
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.