GeoLabel MCP Server
Turn GPS coordinates into AI-ready location context — for Claude Desktop, Claude Code, and any MCP-compatible assistant.
What it does
Send coordinates. Get back a place name, category, and real-time opening hours:
{
"label": "Walmart",
"category": "supermarket",
"is_open": true,
"closes_at": "23:00",
"opening_hours": "Mo-Su 06:00-23:00"
}Claude can then answer: "You're at Walmart, which closes in 47 minutes."
Quick setup
1. Get a GeoLabel API key
Free at geolabel.dev — 100 requests/day, no credit card required.
2. Add to your agent
Pick your client below.
Claude Desktop
Edit ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"geolabel": {
"command": "uvx",
"args": ["geolabel-mcp"],
"env": {
"GEOLABEL_API_KEY": "glk_your_key_here"
}
}
}
}Restart Claude Desktop. The GeoLabel tool will appear in the tools list.
