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)
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.
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.
NETMAP_MCP_PORTYou 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": {
"network-diagram": {
"command": "npx",
"args": [
"-y",
"@den.dance/network-diagram-mcp"
],
"env": {
"NETMAP_MCP_PORT": "your-value"
}
}
}
}Run this in your terminal
claude mcp add network-diagram --env NETMAP_MCP_PORT=your-value -- npx -y @den.dance/network-diagram-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"network-diagram": {
"command": "npx",
"args": [
"-y",
"@den.dance/network-diagram-mcp"
],
"env": {
"NETMAP_MCP_PORT": "your-value"
}
}
}
}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": {
"network-diagram": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@den.dance/network-diagram-mcp"
],
"env": {
"NETMAP_MCP_PORT": "your-value"
}
}
}
}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.
NETMAP_MCP_PORT envThese 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 9, 2026
The registry name was verified with the GitHub account den-indance, 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 (1.0.7) reached the registry 6 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.
Visual network topology editor with AI agent integration via the Model Context Protocol.
Open-source successor to netViz (netViz Inc., 1990 → CA Technologies → discontinued 2012).
Try it live → https://map.den.dance/
hostname / description accepted).localStorage. No login, no cloud. Export JSON / PNG / PDF.This package is a stdio → WebSocket bridge. It runs locally as an MCP server; the live NetMap browser tab connects to it over WebSocket. The agent talks to the bridge over MCP; the bridge forwards calls to the browser, which updates React state in real time.
LLM agent (Claude Code / Claude Desktop / Cursor)
│ MCP protocol (stdio) ▼ @den.dance/network-diagram-mcp ← this package, runs locally │ WebSocket ws://localhost:47821 ▼ NetMap in browser (https://map.den.dance/) ← React state updates live
⚠️ Requires an open NetMap browser tab. Open https://map.den.dance/ — the MCP bridge is
enabled by default (v1.2+), so the connection comes up as soon as the tab is open. Without an
open tab the bridge has no peer and every tool call will time out. (To opt out:
Settings → ⚙ → Integrations → AI Agent (MCP) → Enable WebSocket connection.)
Add to claude_desktop_config.json:
{
"mcpServers": { "netmap": { "command": "npx", "args": ["@den.dance/network-diagram-mcp"] } } }
claude mcp add netmap -- npx @den.dance/network-diagram-mcp
With a custom port:
claude mcp add netmap -e NETMAP_MCP_PORT=12345 -- npx @den.dance/network-diagram-mcp
Then open https://map.den.dance/ — the bridge is enabled by default (v1.2+). Settings → Integrations → AI Agent (MCP) if you need to inspect or toggle the connection. The toolbar will show a 🟢 MCP online badge when the browser and server are connected.
Verify the agent side:
claude mcp list
You should see netmap in the list.
| Var | Default | Description |
|---|---|---|
NETMAP_MCP_PORT | 47821 | Local WebSocket port the bridge listens on. Must match the URL configured in NetMap's Settings → Integrations → AI Agent (MCP). |
This package also ships an OS-level agent that registers handlers for ssh://, postgres://, and redis:// URLs. Click any such link in a browser or terminal and the agent spawns your installed client (psql / redis-cli / iTerm / Windows Terminal / kitty / DBeaver / TablePlus / RedisInsight / …).
Inside NetMap (v1.2+): when the serve daemon is running, clicking an SSH / Postgres / Redis port button on a node card opens an in-app picker of installed clients on your machine and launches the one you pick — every click re-detects, so newly installed clients show up immediately. Without the daemon, port-clicks fall back to the OS default URL handler.
Install once per machine:
# Linux: ~/.local/share/applications/netmap-<scheme>-handler.desktop + xdg-mime
npx @den.dance/network-diagram-mcp install --all
Other CLI subcommands:
npx @den.dance/network-diagram-mcp install ssh # single scheme
npx @den.dance/network-diagram-mcp uninstall postgres # remove registration npx @den.dance/network-diagram-mcp list # what's registered (JSON) npx @den.dance/network-diagram-mcp detect ssh # which clients are available npx @den.dance/network-diagram-mcp serve # daemon: WS + HTTP on :47821
Click handling is daemon-less — OS routes the link to a short-lived bin/handler.js process which parses the URL, picks the first installed client (priority order: CLI → popular GUI → cross-platform power), and spawns it. The optional serve daemon adds HTTP endpoints (/status, /detect, /exec) for browser-side integration with a Bearer-token-gated /exec.
npx @den.dance/network-diagram-mcp with no args still runs the original stdio MCP server (back-compat — Smithery / Claude Desktop probes are unaffected).
Top-5 clients per scheme (priority order, first-installed wins):
| Scheme | Clients |
|---|---|
ssh | iTerm2 → Windows Terminal → GNOME Terminal → Terminal.app → kitty |
postgres | psql → TablePlus → DBeaver → Beekeeper Studio → pgAdmin 4 |
redis | redis-cli → RedisInsight → Another Redis DM → Medis → RDM (legacy) |
postgresql:// aliases to postgres; rediss:// is preserved and triggers redis-cli --tls.
| Tool | Description |
|---|---|
map_get_state | Return all nodes, connections, stickies, notes |
map_clear | Clear the entire map (requires confirm: true) |
map_arrange | Naive auto-arrange (grid or circle layout — ignores connections) |
map_suggest_layout | Smart auto-layout: force (force-directed, deterministic via seed), cluster-by-type (lanes per type), or cluster-by-connection (BFS components into zones) |
| Tool | Description |
|---|---|
map_add_node | Add a node (type, name, ip, x, y) |
map_update_node | Update node fields by id |
map_delete_node | Delete a node and its connections |
map_move_node | Move node to new coordinates |
| Tool | Description |
|---|---|
map_add_connection | Add connection (from_id, to_id, label?, color?) |
map_update_connection | Update label or color of a connection |
map_delete_connection | Delete a connection by id |
| Tool | Description |
|---|---|
map_add_sticky | Add a sticky note (text, x?, y?, color?) |
map_update_sticky | Update text, color, x, y, w, h |
map_delete_sticky | Delete a sticky note by id |
map_move_sticky | Move sticky to new coordinates |
| Tool | Description |
|---|---|
map_list_sheets | List all sheets with metadata and active sheet id |
map_get_sheet_data | Get nodes / connections / stickies for a sheet (default: active) |
map_create_sheet | Create a new empty sheet and switch to it |
map_switch_sheet | Switch active sheet by id |
map_rename_sheet | Rename a sheet |
map_delete_sheet | Delete a sheet (requires confirm: true, can't delete last) |
| Tool | Description |
|---|---|
map_set_zoom | Set zoom level (0.1–3.0) |
map_set_canvas_offset | Pan canvas to absolute pixel position |
map_zoom_to_fit | Auto-fit all nodes into viewport |
| Tool | Description |
|---|---|
map_lock_sheet | Lock (locked: true) or unlock (locked: false) a sheet. Locked sheets reject all MCP mutations and disable manual editing in the UI. |
| Tool | Description |
|---|---|
map_get_notes | Get sheet-level notes text |
map_set_notes | Set sheet-level notes text |
map_get_settings | Get app settings (sshMode, showGrid, etc.) |
map_update_settings | Update app settings |
| Tool | Description |
|---|---|
map_find_node | Structured node-only filter by name / ip / type / text. Returns stripped {id, name, type, ip, x, y}. |
map_search | Full-text cross-entity search. Looks across nodes (name / ip / notes), stickies (text), connection labels, and ports (port number + service name). Optional types: ["nodes","stickies","connections","ports"] narrows the scope. |
map_get_nodes_by_type | Return every node of a single type with FULL field data (ports, dockerServices, domains, ips, notes, parentServer, …). Use this when you need the complete objects, not the stripped projection from map_find_node. |
Example — find everything matching postgres anywhere in the map:
// → call
{ "q": "postgres" }
// → result { "nodes": [{ "id": "n1", "name": "db-primary", "type": "server", "ip": "10.0.0.5" }], "stickies": [{ "id": "s2", "text": "TODO: upgrade postgres 15 → 16" }], "connections": [{ "id": "c4", "label": "postgres replication", "from": "n1", "to": "n2" }], "ports": [{ "nodeId": "n1", "nodeName": "db-primary", "port": 5432, "protocol": "tcp", "service": "postgresql" }], "total": 4 }
map_search and map_get_nodes_by_type are read-only — they work on locked sheets.
| Tool | Description |
|---|---|
map_import_sheet | Replace active-sheet content with a provided {nodes, connections, stickies?, notes?} JSON. |
map_import_nmap | Parse nmap -oX output (or a pre-parsed hosts[] array) and create nodes with their open ports. Auto-infers node type from OS fingerprint + port profile (router / switch / firewall / server / printer / …). Nodes auto-arranged in a square-root grid. |
map_import_csv | Import nodes from CSV. Auto-detects columns from the header row (name / ip / type / ports / notes — aliases like hostname / description accepted). Ports field accepts 22/tcp,80/tcp or bare numbers. Nodes laid out in a 6-column grid. |
Example — turn a 2-host nmap scan into a map in one call:
// → call
{ "xml": "<?xml version=\"1.0\"?>\n \n \n \n \n \n \n \n \n \n \n \n \n \n " }
// → result { "count": 2, "ids": ["…", "…"] }
Provide {"hosts": [...]} instead of xml when you already have parsed host data — hosts takes priority when both are given.
Example — turn a CSV inventory snippet into a map:
Only the beginning is shown; read the rest in the repo