Provides forward and reverse geocoding, bounding box extraction, nearby place discovery, and administrative boundary lookup using OpenStreetMap data via the Nominatim API. It also supports batch geocoding, route waypoint processing, and distance matrix calculations.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@chuk-mcp-geocoderfind the coordinates and address for the Empire State Building"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
chuk-mcp-geocoder
Geocoding & Place Discovery MCP Server via Nominatim/OpenStreetMap.
Provides forward/reverse geocoding, bounding box extraction, nearby places discovery, batch geocoding, route waypoints, and administrative boundary lookup — designed to work alongside other MCP geospatial servers (DEM, STAC, etc.).
This is a demonstration project provided as-is for learning and testing purposes.
Tools
Tool | Description |
| Place name to coordinates (lat, lon, bbox, address) |
| Coordinates to place name and address |
| Place name to |
| Find places near a coordinate at multiple scales |
| Administrative hierarchy (country, state, county, city, suburb) |
| Geocode multiple place names in one call |
| Geocode waypoints in order and compute route distances |
| Compute haversine distance matrix between multiple points |
| Server status and cache statistics |
| Full capabilities listing with LLM guidance |
Installation
Using uvx (Recommended - No Installation Required!)
The easiest way to use the server is with uvx, which runs it without installing:
uvx chuk-mcp-geocoderThis automatically downloads and runs the latest version. Perfect for Claude Desktop!
Using uv (Recommended for Development)
# Install from PyPI
uv pip install chuk-mcp-geocoder
# Or clone and install from source
git clone <repository-url>
cd chuk-mcp-geocoder
uv sync --devUsing pip (Traditional)
pip install chuk-mcp-geocoderUsage
With Claude Desktop
Option 1: Use the Public Server (Easiest)
Connect to the hosted public server at geocoder.chukai.io:
MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%/Claude/claude_desktop_config.json
{
"mcpServers": {
"geocoder": {
"url": "https://geocoder.chukai.io/mcp"
}
}
}Option 2: Streamable HTTP URL (Local)
Run the server locally and connect via HTTP:
{
"mcpServers": {
"geocoder": {
"url": "http://localhost:8010/mcp"
}
}
}Then start the server:
uvx chuk-mcp-geocoder httpOption 3: Run Locally with uvx
{
"mcpServers": {
"geocoder": {
"command": "uvx",
"args": ["chuk-mcp-geocoder"]
}
}
}Option 4: Run Locally with pip
{
"mcpServers": {
"geocoder": {
"command": "chuk-mcp-geocoder"
}
}
}Standalone
Run the server directly:
# With uvx (recommended - always latest version)
uvx chuk-mcp-geocoder
# With uvx in HTTP mode
uvx chuk-mcp-geocoder http
# Or if installed locally
chuk-mcp-geocoder
chuk-mcp-geocoder httpOr with uv/Python:
# STDIO mode (default, for MCP clients)
uv run chuk-mcp-geocoder
# or: python -m chuk_mcp_geocoder.server
# HTTP mode (for web access and streamable HTTP)
uv run chuk-mcp-geocoder http
# or: python -m chuk_mcp_geocoder.server http
# HTTP mode with custom host/port
uv run chuk-mcp-geocoder http --host 0.0.0.0 --port 9000STDIO mode is for MCP clients like Claude Desktop and mcp-cli. HTTP mode runs a web server on http://localhost:8010 for HTTP-based MCP clients.
Usage with MCP CLI
uv run mcp-cli --server geocoder,dem,stacThen ask:
"Get the elevation profile for Mersea Island"
The LLM will use bbox_from_place or geocode to resolve the location, then pass coordinates to the DEM server.
Configuration
Environment Variable | Description | Default |
| Contact email for Nominatim API | (none) |
| Custom Nominatim instance URL |
|
| Force stdio transport mode | (auto-detect) |
Development
Setup
# Clone the repository
git clone <repository-url>
cd chuk-mcp-geocoder
# Install with uv (recommended)
uv sync --dev
# Or with pip
pip install -e ".[dev]"Running Tests
make test # Run tests
make test-cov # Run tests with coverage
make coverage-report # Show coverage reportCode Quality
make lint # Run linters
make format # Auto-format code
make typecheck # Run type checking
make security # Run security checks
make check # Run all checksBuilding
make build # Build package
make publish-test # Upload to TestPyPI for testing
make publish-manual # Manually upload to PyPI (requires PYPI_TOKEN)
make publish # Create tag and trigger GitHub Actions releaseArchitecture
Follows the same 5-layer pattern as chuk-mcp-dem:
core/nominatim.py — Async HTTP client with rate limiting and LRU cache
core/geocoder.py — Async manager with validation and typed dataclass results
models/responses.py — Pydantic v2 response models (
extra="forbid",to_text())constants.py — All configuration, messages, and metadata
tools/*/api.py — MCP tool registration with
@mcp.tool()decorators
Public Server
A public instance is hosted at geocoder.chukai.io for easy access:
URL:
https://geocoder.chukai.io/mcpProtocol: MCP over HTTPS (Streamable HTTP)
Free to use: No API key required
Always up-to-date: Running the latest version
Simply add it to your Claude Desktop config:
{
"mcpServers": {
"geocoder": {
"url": "https://geocoder.chukai.io/mcp"
}
}
}Data Source
All geocoding data comes from OpenStreetMap via the Nominatim API.
Data license: ODbL 1.0
API rate limit: 1 request/second (public API)
Results are cached in-memory (1 hour TTL)
License
Apache-2.0
Resources
Looking for Admin?
Admins can modify the Dockerfile, update the server description, and track usage metrics. If you are the server author, to access the admin panel.