Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Swiss open data MCP server. 94 tools, zero API keys. Transport, weather, geodata, catalogue.
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": {
"swiss": {
"command": "npx",
"args": [
"-y",
"mcp-swiss"
]
}
}
}Run this in your terminal
claude mcp add swiss -- npx -y mcp-swissPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"swiss": {
"command": "npx",
"args": [
"-y",
"mcp-swiss"
]
}
}
}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": {
"swiss": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"mcp-swiss"
]
}
}
}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 7, 2026
The registry name was verified with the GitHub account vikramgorla, 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 (0.9.0) reached the registry 4 days 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: Spec Driven Development, Remote Desktop Commander, FactLot
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
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.
Swiss open data for AI — zero config, zero API keys
Install · Tools · Demo · Data Sources
mcp-swiss is a Model Context Protocol server that gives any AI assistant direct access to Swiss open data — trains, weather, rivers, maps, and companies.
94 tools. No API keys. No registration. No server to run. Just `npx mcp-swiss`.
🚆 Transport — SBB, PostBus, trams, live departures, journey planning
🌤️ Weather — MeteoSwiss live conditions + historical data 🌊 Hydrology — BAFU river & lake levels (great for Aare swimming!) 🗺️ Geodata — swisstopo geocoding, solar potential, geographic layers 🏢 Companies — ZEFIX federal registry, all 700K+ Swiss companies 🎄 Holidays — Swiss public & school holidays by canton 🏛️ Parliament — Bills, votes, members, speeches, cantonal affairs (OpenParlData.ch) 🏔️ Avalanche — SLF danger bulletins and warning regions 💨 Air Quality — NABEL stations, Swiss legal limits (LRV) 📮 Swiss Post — Postcode lookup and parcel tracking ⚡ Energy — Electricity tariffs by municipality (ElCom) 📊 Statistics — Population, demographics, BFS datasets 🏦 SNB Rates — Swiss National Bank CHF exchange rates, historical data ♻️ Recycling — Zurich city waste collection calendar (OpenERZ) 📰 Swiss News — SRF news headlines and keyword search 🗳️ Voting — Swiss popular vote results (Basel-Stadt open data) 🌊 Dams — Swiss federal dam registry (SFOE/swisstopo) 🥾 Hiking — Swiss trail closures and hiking alerts (swisstopo) 🏠 Real Estate — Swiss property prices, rent index, housing data (BFS) 🚗 Traffic — ASTRA counting stations, daily volumes 🌍 Earthquakes — Swiss Seismological Service (SED/ETH Zürich), FDSN API ❄️ Snow — SLF snow depth, stations, and measurements 🌿 Pollen — MeteoSwiss pollen concentrations at the published stations 🏠 Buildings — Federal register of buildings and dwellings (GWR) 📂 Catalogue — opendata.swiss dataset search, metadata, and downloads 🌡️ Meteo OGD — SwissMetNet stations and measurements (STAC CSV) 🧭 Map layers — geo.admin layer search, identify, and attribute find 🚉 SBB Data — station passengers, punctuality, and step-free access
npx mcp-swiss
That's it. No API keys, no .env files, no accounts. Pick your client below and paste the config.
.mcpb bundles work with Claude Desktop and any MCP Bundle-compatible app.
Open the downloaded file — your app handles the rest. No config editing, no terminal, no API keys.
Edit your config file:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json~/.config/Claude/claude_desktop_config.json{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } }
Restart Claude Desktop after saving.
claude mcp add swiss -- npx -y mcp-swiss
That's it — Claude Code will use it in your next session.
Requires Cursor 0.45.6+
Option A: Project config — create .cursor/mcp.json in your project root:
{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } }
Option B: Global config — create ~/.cursor/mcp.json:
{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } }
Option C: Via Cursor Settings UI
# VS Code
code --add-mcp '{"name":"swiss","command":"npx","args":["-y","mcp-swiss"]}'
code-insiders --add-mcp '{"name":"swiss","command":"npx","args":["-y","mcp-swiss"]}'
Add to your VS Code User Settings (JSON) — press Ctrl+Shift+P → Preferences: Open User Settings (JSON):
{
"mcp": { "servers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } } }
Or add to .vscode/mcp.json in your workspace (shareable with your team):
{
"servers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } }
Add to ~/.codeium/windsurf/model_config.json:
{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } }
Open VS Code settings.json and add:
{
"cline.mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss"] } } }
mcp-swiss uses stdio transport and requires no environment variables. Upstream calls time out after 30 seconds (MCP_SWISS_TIMEOUT_MS overrides that) and retry once on a dropped connection or a rate limit. The universal config:
{
"command": "npx", "args": ["-y", "mcp-swiss"] }
This works with any MCP-compatible client — just plug it in.
docker pull vikramgorla/mcp-swiss
Use with any MCP client that supports Docker-based servers. The container uses stdio transport:
# Run directly (stdio)
docker run -i vikramgorla/mcp-swiss
For Claude Desktop, update your config to use Docker:
{
"mcpServers": { "swiss": { "command": "docker", "args": ["run", "-i", "--rm", "vikramgorla/mcp-swiss"] } } }
Also available on GitHub Container Registry:
docker pull ghcr.io/vikramgorla/mcp-swiss
stdio is still the default. For a local HTTP client, run:
npx mcp-swiss --http
That listens on 127.0.0.1:3000 and serves MCP at POST /mcp (also GET and DELETE) plus GET /health. --port, --host, PORT, HOST, and MCP_TRANSPORT=http are the other switches.
A bind that is not loopback (127.0.0.1, localhost, or ::1) refuses to start unless both MCP_AUTH_TOKEN and MCP_ALLOWED_HOSTS are set. Sessions are capped (MCP_MAX_SESSIONS, default 64) and idle ones expire. This is the transport half of #64. It does not deploy a hosted instance.
By default, mcp-swiss loads all 27 modules (94 tools). The full tools/list schema is about 9,300 tokens (37,011 characters). For a smaller startup list, load only the modules you need.
Search, then execute. The server lists three meta-tools instead of every schema (about 330 tokens versus about 9,300):
{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss", "--discovery"] } } }
MCP_SWISS_MODE=discovery and --mode discovery do the same thing. swiss_search_tools finds tools by keyword or module and returns their input schemas. swiss_call_tool checks those arguments, then runs the tool. swiss_list_modules is the catalog. The default, with no flag, is still the full tool list.
{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss", "--modules", "transport,weather"] } } }
{
"mcpServers": { "swiss": { "command": "npx", "args": ["-y", "mcp-swiss", "--preset", "commuter"] } } }
| Preset | Modules | Tools | Token Savings |
|---|---|---|---|
commuter | transport, weather, holidays | 14 | 83% |
outdoor | weather, avalanche, hiking, earthquakes, dams, snow, pollen | 22 | 74% |
business | companies, geodata, post, energy, statistics, snb, gwr | 27 | 68% |
citizen | parliament, voting, holidays, news | 17 | 80% |
minimal | transport | 5 | 94% |
full | all 27 modules (default) | 94 | — |
Combine preset + modules: --preset commuter --modules parliament
List available: npx mcp-swiss --list-modules or npx mcp-swiss --list-presets
Once connected, try asking your AI:
| Prompt | What it uses |
|---|---|
| *"Next 5 trains from Zürich HB to Geneva"* | get_connections |
| *"Is the Aare in Bern warm enough to swim?"* | get_water_level |
| *"Weather in Lugano vs Zürich today"* | get_weather |
| *"Find blockchain companies registered in Zug"* | search_companies |
| *"Solar potential of Bundesplatz 3, Bern"* | geocode + get_solar_potential |
| *"Live departures from Bern HB"* | get_departures |
| *"What rivers are near Thun?"* | list_hydro_stations + get_water_level |
| *"Plan my Saturday: train to Interlaken, check weather"* | Multiple
Only the beginning is shown; read the rest in the repo