Featured

Deploy OpenClaw in 60 seconds — 20% off logoDeploy OpenClaw in 60 seconds — 20% off

Launch OpenClaw on Hostinger in about 60 seconds and keep your agent live 24/7. Our referral link gives you 20% off, no coupon code needed.

Launch on Hostinger
Run your Hermes agent on Hostinger, fully managed logoRun your Hermes agent on Hostinger, fully managed

Launch Hermes on Hostinger in one click, fully managed, no VPS knowledge needed. Use code ZACAARON10 for 10% off.

Launch on Hostinger
Crawl and scrape any site into clean data, 10% off logoCrawl and scrape any site into clean data, 10% off

Firecrawl crawls and scrapes any site into clean markdown for your agent. Get 1,000 free credits, and new users get 10% off their first purchase.

Try Firecrawl free
6,000+ web scrapers for your AI agent, start free logo6,000+ web scrapers for your AI agent, start free

Apify gives your agent live web data: 6,000+ prebuilt scrapers and actors, MCP-ready. Sign up free with $5 in usage credits.

Try Apify free
One API to scrape, enrich, and extract the internet. logoOne API to scrape, enrich, and extract the internet.

Context.dev gives your agents a single API to scrape, enrich, and extract live web data — no proxies, no parsers, no maintenance.

Start building free
SetupClaw: done-for-you OpenClaw for founders & exec teams logoSetupClaw: done-for-you OpenClaw for founders & exec teams

White-glove OpenClaw for founders and exec teams (4–50+ employees): we install, harden, integrate your tools, and maintain it — secured from day one.

Get it set up for you
SEO data APIs for your agent, $1 free credit logoSEO data APIs for your agent, $1 free credit

DataForSEO gives your agent live access to SERP results, keyword data, backlinks, and on-page SEO data through one API. New accounts get a $1 credit, good for up to 20,000 keyword or backlink lookups.

Try DataForSEO free
Reach 48,000+ AI builders

A flat monthly placement in front of developers actively installing AI tools. No lock-in, cancel anytime.

Advertise here

Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

Provides Estonian public transport timetables, trip planning, stop search, and real-time vehicle tracking.

README.md

Estonian Transport MCP

An MCP server for Estonian public transport — timetables, trip planning, stop search, and real-time vehicle tracking.

Tools

| Tool | Description | |------|-------------| | search_stops | Search for stops by name (e.g. "Viru", "Balti jaam") | | get_departures | Get upcoming departures from a stop, with real-time predictions | | plan_trip | Plan a trip between two coordinates with date/time options | | nearby_stops | Find stops within a radius of a location | | get_route | Get route details including all stop patterns | | get_trip_stops | Get full schedule of a specific trip — all stops with arrival/departure times | | tallinn_vehicles | Real-time GPS positions of Tallinn buses, trams, and trolleybuses |

Prerequisites

This server runs via uvx, a zero-install Python package runner. Install uv first:

# macOS / Linux
curl -LsSf https://astral.sh/uv/install.sh | sh

# Windows
powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

# or via Homebrew
brew install uv

No other setup needed — uvx automatically downloads dependencies on first run.

Usage

Claude Code

Add to your MCP settings (.claude/settings.json or project-level .mcp.json):

{
  "mcpServers": {
    "estonian-transport": {
      "command": "uvx",
      "args": ["estonian-transport-mcp"]
    }
  }
}

Claude Desktop

Config file location:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json

Add to the mcpServers section:

{
  "mcpServers": {
    "estonian-transport": {
      "command": "uvx",
      "args": ["estonian-transport-mcp"]
    }
  }
}

Note: Claude Desktop may not find uvx in its PATH. If the server fails to start, replace "uvx" with the full path. Find it by running which uvx in your terminal, then use that path: ``json { "mcpServers": { "estonian-transport": { "command": "/Users/yourname/.local/bin/uvx", "args": ["estonian-transport-mcp"] } } } ``

Restart Claude Desktop after saving the config.

Remote server (HTTP)

Run as an HTTP server for remote access (e.g. from claude.ai/code on mobile):

estonian-transport-mcp --transport streamable-http --port 8000

Then connect to it from any MCP client using the URL http://your-server:8000/mcp.

Example deployment with systemd on a VPS:

[Unit]
Description=Estonian Transport MCP
After=network.target

[Service]
ExecStart=/home/user/.local/bin/estonian-transport-mcp --transport streamable-http --port 8000
Restart=always
User=user

[Install]
WantedBy=multi-user.target

Manual testing

# stdio mode (default)
uvx estonian-transport-mcp

# HTTP mode
uvx estonian-transport-mcp --transport streamable-http --port 8000

Test interactively with the MCP Inspector:

npx @modelcontextprotocol/inspector uvx estonian-transport-mcp

Data Sources & APIs

Peatus.ee — OpenTripPlanner GraphQL API

  • Endpoint: https://api.peatus.ee/routing/v1/routers/estonia/index/graphql
  • Protocol: GraphQL over HTTP POST
  • Authentication: None (open access)
  • Maintained by: Transpordiamet (Estonian Transport Administration)
  • Coverage: All Estonian public transport — buses, trams, trolleybuses, trains, and ferries nationwide
  • Data: Stop search, departure times, trip planning, route patterns, real-time arrival predictions
  • Based on: OpenTripPlanner with Digitransit
  • Underlying data: National GTFS feed consolidated from all Estonian transport operators

Used by tools: search_stops, get_departures, plan_trip, nearby_stops, get_route

Tallinn Transport — Real-Time Vehicle GPS

  • Endpoint: https://transport.tallinn.ee/gps.txt
  • Protocol: Plain-text CSV over HTTP GET
  • Authentication: None (open access)
  • Update frequency: ~10 seconds
  • Coverage: Tallinn city only — buses, trams, and trolleybuses operated by TLT (Tallinna Linnatransport)
  • Data: Vehicle type, line number, GPS coordinates (WGS84 microdegrees), heading, vehicle ID, destination
  • Format: Each line is one vehicle: type,line,lon,lat,,heading,vehicle_id,status,unknown,destination
  • Vehicle types: 1 = trolleybus, 2 = bus, 3 = tram
  • Coordinates: integer microdegrees (divide by 1,000,000 for decimal degrees)
  • Heading 999 = unknown

Used by tools: tallinn_vehicles

Tech Stack

  • Python with FastMCP (mcp[cli])
  • httpx for async HTTP requests
  • Transport: stdio (standard MCP transport for local integrations)

See related servers & alternatives →

Related MCP servers

Browse all →

Related guides

Hand-picked reading to help you choose and use Search servers.