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)
45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation
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.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"dashboards": {
"command": "npx",
"args": [
"-y",
"mcp-dashboards"
]
}
}
}Run this in your terminal
claude mcp add dashboards -- npx -y mcp-dashboardsPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dashboards": {
"command": "npx",
"args": [
"-y",
"mcp-dashboards"
]
}
}
}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": {
"dashboards": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"mcp-dashboards"
]
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 8, 2026
The registry name was verified with the GitHub account KyuRish, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (2.4.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
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.
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.
Click any thumbnail to see full size
We use AI for everything - analysis, reports, strategy. But when it comes to actually *seeing* the story in your data, you're stuck copying numbers into a spreadsheet and building charts yourself. The conversation has the insight. The visualization is somewhere else.
MCP Dashboards renders interactive charts, dashboards, and KPI widgets directly inside your AI conversation. 32 chart tools covering 45+ chart subtypes (bar has stacked/drilldown, hero has 11 variants, flowchart has 6 node kinds + 5 edge styles, etc.), 21 themes, 4 visual discovery catalogs, live polling, PNG/PPT/A4 export - all from a single MCP server. No browser tabs, no copy-paste, no context switching.
| Client | Interactive in-chat rendering | How |
|---|---|---|
| Claude Desktop | Yes (MCP Apps) | stdio config below |
| claude.ai (web) | Yes (MCP Apps) | remote connector |
| ChatGPT | Yes (MCP Apps) | remote server via Developer mode (Settings → Apps → Advanced) |
| VS Code GitHub Copilot | Yes (MCP Apps) | stdio config |
| Goose / Postman / MCPJam | Yes (MCP Apps) | stdio or remote |
| Claude Code (CLI) | Tools + browser preview fallback | claude mcp add below; charts open in a local browser tab |
ChatGPT and claude.ai need a remotely hosted endpoint (Streamable HTTP mode below); the desktop clients spawn the server locally.
[!IMPORTANT]
The only official npm package is
mcp-dashboards, published from this repository. Similarly named packages are not ours:mcp-dashboards-sharedwas malware (see OSSF advisory MAL-2026-4296, removed by npm security in May 2026). Install onlymcp-dashboards.
Add to your claude_desktop_config.json:
%APPDATA%\Claude\claude_desktop_config.json~/Library/Application Support/Claude/claude_desktop_config.json{
"mcpServers": { "dashboard": { "command": "npx", "args": ["-y", "mcp-dashboards", "--stdio"] } } }
claude mcp add dashboard -- npx -y mcp-dashboards --stdio
npx mcp-dashboards
Bound to localhost by default. See Configuration if you need to expose it on your network or allow browser access from a non-localhost origin.
Works in any MCP Apps-compatible client: Claude Desktop, Claude Web, VS Code (GitHub Copilot), Goose, Postman, MCPJam. ChatGPT support is rolling out.
No API to learn. Describe what you want in plain English:
The AI picks the right tool, formats your data, and renders the chart inline. Click any data point to ask follow-up questions.
Don't know where to start? Ask *"show me the catalog"* - opens a master dashboard with one live visual tile per customization dimension (a real bar chart for charts, a pie for themes, a progress ring for hero variants, a neon-glowing card for effects). Click any tile, hit Ask, and you'll drill into that sub-catalog.
Every chart is interactive HTML rendered directly in your conversation:
All Tools
| Tool | Type | Best For |
|---|---|---|
render_pie_chart | Pie/Donut | Composition - "what makes up the whole?" |
render_bar_chart | Bar | Comparison - vertical, horizontal, stacked, drill-down |
render_line_chart | Line/Area | Trends - smooth curves, gradient fills, time series |
render_scatter_chart | Scatter | Relationships - per-point labels, annotations, quadrants |
render_candlestick_chart | Candlestick | Finance - OHLC data with volume bars |
render_radar_chart | Radar | Multi-axis comparison - skills, scores, product attributes |
render_treemap_chart | Treemap | Hierarchy - nested rectangles sized by value |
render_sankey_chart | Sankey | Flow - money, users, or resources between stages |
render_wordcloud_chart | Word Cloud | Frequency - sized words from text analysis |
render_boxplot_chart | Boxplot/Violin | Distribution - quartiles, outliers, density shapes |
render_live_chart | Live | Real-time - auto-polls any MCP tool on a timer |
poll_http | Data proxy | Fetch JSON from any HTTP endpoint - secure presets or public URLs |
render_bullet_chart | Bullet | KPI vs target - 2-8 zone bands with labels |
render_lollipop_chart | Lollipop | Ranking - clean dots with optional target markers |
render_dumbbell_chart | Dumbbell | Gaps - before/after with scale labels and zone bands |
render_variance_chart | Variance | Budget - actual vs budget, color-coded over/under |
render_funnel_chart | Funnel | Conversion - staged drop-off with percentages |
render_slope_chart | Slope | Change - ranking shifts between two periods |
render_waffle_chart | Waffle | Proportion - 10x10 grid showing composition |
render_sparkline_chart | Sparkline | Compact trends - mini cards with change indicators |
render_radial_cluster | Radial | Health check - multi-metric ring gauges with status |
render_waterfall_chart | Waterfall | Cumulative - cascading bars showing impact |
render_heatmap_chart | Heatmap | Intensity - 2D grid with color mapping |
render_geo_chart | Geo/Map | Geography - color-coded countries by value (choropleth) |
render_bubble_map | Bubble Map | Pin map - sized circles at lat/lng coordinates |
render_timeline_chart | Timeline | Progress - milestone tracker with status indicators |
render_flowchart | Flowchart | Workflows, pipelines, architectures, agent flows - rich card-based DAG with status states, drag, zoom, live polling |
render_hero_metric | Hero | KPI widgets - 11 variants (progress ring, gem, orb, NPS, etc.) |
render_dashboard | Dashboard | Everything - KPI cards + multiple charts in responsive grid |
render_table | Table | Data - sortable columns, striped rows, CSV export |
render_from_json | Auto-detect | Any JSON data - picks the best chart automatically |
render_from_url | URL fetch | Fetches JSON from a URL and auto-visualizes |
Discovery / Catalogs - visual entry points for browsing what's available:
| Tool | Shows | When to use |
|---|---|---|
render_catalog | Master catalog with 4 live preview tiles | Don't know where to start. Click any tile, hit Ask, drill in. |
render_chart_catalog | All 32 chart types with mini previews | Looking for the right chart for your data |
render_theme_catalog | All 21 themes with color/typography/effects | Picking a theme |
render_hero_catalog | All 11 hero metric variants | Picking a KPI widget style |
render_effects_catalog | All 5 effect presets, each applied to a real card | Picking an animation/glow style |
Typography is still configurable on every chart via typography= (8 options listed under Themes) - it just doesn't have its own catalog because all 8 options were visually identical without per-card font loading, which wasn't worth the build for one preview tool.
Which chart should I use?
| Question | Best Chart | Also Works |
|---|---|---|
| "What makes up the whole?" | Pie/Waffle | Treemap, Stacked bar |
| "How do values compare?" | Bar | Lollipop, Bullet, Radar |
| "What's the trend over time?" | Line | Sparkline, Slope |
| "Are we hitting targets?" | Bullet | Variance, Radial |
| "Where's the gap?" | Dumbbell | Variance |
| "How does X relate to Y?" | Scatter | Heatmap |
| "What's the conversion rate?" | Funnel | Waterfall, Sankey |
| "What changed between periods?" | Slope | Dumbbell |
| "What's the financial picture?" | Candlestick | Line |
| "Show me the KPI" | Hero metric | Dashboard |
| "What's the distribution?" | Boxplot | Violin (same tool) |
| "Where does money/traffic flow?" | Sankey | Treemap |
| "How do options score across axes?" | Radar | Heatmap |
| "What are the top keywords?" | Word Cloud | Bar, Treemap |
| "Where are users/sales/revenue?" | Geo map | Bubble map, Heatmap |
| "Monitor this in real-time" | Live chart | - |
21 built-in themes. Pass theme to any tool.
| Family | Themes |
|---|---|
| Classic | boardroom, corporate, sales-floor, golden-treasury, clinical, startup, ops-control, tokyo-midnight, zen-garden, consultant |
| Black/AI | black-tron (cyan neon), black-elegance (warm gold), black-matrix (green hacker) |
| Forest | forest-amber (autumn), forest-earth (terracotta) |
| Sky | sky-light (airy blue), sky-ocean (deep navy), sky-twilight (sunset) |
| Office | office-red (corporate red, white bg - report-ready) |
| Gray/ML | gray-hf (warm yellow accent), gray-copilot (teal on dark) |
Mix-and-match with palette, typography (8 options: system, mono, professional, editorial, bold, techno, cyberpunk, luxury), and effects (5 presets: none, subtle, shimmer, neon, energetic).
Real-time charts that auto-update from any API. The live chart polls data via poll_http, which supports two modes:
Only the beginning is shown; read the rest in the repo