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)
Launchfiles hosted MCP: free page radars (design UX, search repair, deploy trust) + workspace tools.
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://launchfiles.app/api/mcpRun this in your terminal
claude mcp add --transport http launchfiles https://launchfiles.app/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"launchfiles": {
"url": "https://launchfiles.app/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": {
"launchfiles": {
"type": "http",
"url": "https://launchfiles.app/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://launchfiles.app/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.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
launchfiles_standalone_design_ux_radar_freePublic free Design UX Radar preview for one URL. Scores come from fixed rules; a small language model writes the next-step text. Paid tier is not open to the public yet. Does not edit or publish the site. Rate-limited. Optional partner leave-behind fields add structured zones on
launchfiles_standalone_search_repair_radar_freePublic free Search Repair Radar teaser. Preview only — never unlocks the $29/mo paid repair packet. Owned product properties that already declare Search Console on their adapter use that bind (no access_token). Other sites need a Google access_token or return needs_auth + human c
launchfiles_standalone_deployment_trust_radar_freePublic free Deployment Trust Radar packet (free-full demand probe; no paid tier). Requires deployment URL, use-case description, autonomy level, and data sensitivity. Rate-limited.
launchfiles_billing_list_providersList payment providers available for agent checkout (id, enabled, mode, rails). Discover-only; does not spend or mutate ledger.
launchfiles_billing_create_checkoutCreate provider-agnostic agent checkout. Returns payment_url and/or x402 challenge plus poll_url. Poll until paid to receive agent_api_key once. Does not debit credits or publish.
launchfiles_billing_poll_checkoutPoll an agent checkout until settled. When paid, returns agent_api_key once and, for page_draft_long, an unlock_token. Does not spend.
launchfiles_request_agent_keyPrimary agentic mint. Emails a one-time approve link to an allowlisted or approved-waitlist address. Returns poll_token. Does not mint a key until the link is opened. Rejects other addresses. Optional partner_id mints an lf_agent_ key whose scopes carry that partner claim (allowl
launchfiles_poll_agent_keyCollect the lf_agent_ key once after the approve link is opened. Pending until then. Second poll redacts the secret.
launchfiles_standalone_page_draft_paidPaid Page Draft after a settled page_draft_long checkout, or a founder-issued developer key (no Stripe). Same writer door as the web buyer. Pass unlock_token from billing poll, or Authorization: Bearer with the developer key, plus a brief (who, and proof or proof_mode=no_proof).
launchfiles_standalone_page_draft_shortWriter-short draft (~400 words). A founder-issued developer key gets full product access — no Stripe Writer checkout. Same writer door as the web buyer. Send the developer key as Authorization: Bearer (hosted MCP also accepts x-api-key or JSON-RPC _meta). Pass a brief (who, and p
get_vertical_redesign_specRetrieves or compiles the fail-closed vertical redesign specification, parameterized environmental design physics, and launchfiles_domain_lock_v3 artifact for a registered slug or caller-supplied domain_lock_manifest.
validate_copy_manifestValidates and sanitizes a copy manifest against GATE-10 (leaked internal scaffolding ban), GATE-11 (AI marketing slop and Unicode hype ban), and GATE-12 (cloned duplicate sentence ban).
run_ux_radar_proofRuns the two-stage headless Chromium (1440x900 desktop + 390x844 mobile) and Stage-2 visual craft 20-gate UX Radar audit on rendered HTML with route-aware taxonomy and parameterized B2B/consumer physics.
submit_agent_feedbackSubmits structured agent friction, schema mismatch, auth wall, broken route, or feature request feedback for any of the 24 LaunchFiles portfolio products or LaunchFiles itself. Recurring friction (>= 2 reports) or blocker severity automatically compiles a proposed AX Repair Work
get_portfolio_agent_feedback_summaryRetrieves the central LaunchFiles portfolio agent feedback ledger, per-product friction counts, blocker counts, and proposed AX Repair Work Orders across all 24 portfolio products.
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 (launchfiles.app) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 308 ms (HTTP 200)
No sign-in needed
Read 15 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 (0.2.0) reached the registry 26 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