Mapbox (Maps & Geospatial) MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Mapbox (Maps & Geospatial) through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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{
"mcpServers": {
"mapbox-maps-geospatial": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Mapbox (Maps & Geospatial) MCP Server
Connect your Mapbox account to any AI agent and take full control of world-class geocoding, navigation, and geospatial intelligence through natural conversation.
Windsurf's Cascade agent chains multiple Mapbox (Maps & Geospatial) tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Geocoding & Search — Convert text addresses into precise geographic coordinates (GeoJSON) or perform reverse lookups to identify locations from GPS points directly
- Advanced Routing — Calculate driving, walking, or cycling directions between up to 25 points, including real-time traffic-aware ETA and turn-by-turn navigation data
- Trip Optimization — Solve the Traveling Salesperson Problem (TSP) by determining the most efficient order to visit multiple coordinates to minimize travel time
- Isochrone Analysis — Compute reachable area polygons within specific travel times (e.g., 'What areas are within a 15-minute walk?') for urban planning and delivery logic
- Road Snapping — Align noisy or distorted GPS traces perfectly onto the road network using native map matching configurations for accurate tracking
- Geospatial Intelligence — Query high-resolution elevation data for any coordinate or generate static map image URLs for rapid visual verification
- Logistics Matrices — Compute all-to-all travel times and distances between multiple origins and destinations to optimize fleet management workflows
The Mapbox (Maps & Geospatial) MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Mapbox (Maps & Geospatial) to Windsurf via MCP
Follow these steps to integrate the Mapbox (Maps & Geospatial) MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Mapbox (Maps & Geospatial)
Open Cascade and ask: "Using Mapbox (Maps & Geospatial), help me...". 10 tools available
Why Use Windsurf with the Mapbox (Maps & Geospatial) MCP Server
Windsurf provides unique advantages when paired with Mapbox (Maps & Geospatial) through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Mapbox (Maps & Geospatial) + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Mapbox (Maps & Geospatial) MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Mapbox (Maps & Geospatial) and generate models, types, or handlers based on real API responses
Live debugging: query Mapbox (Maps & Geospatial) tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Mapbox (Maps & Geospatial) and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Mapbox (Maps & Geospatial) data with Cascade's code generation to scaffold entire features in minutes
Mapbox (Maps & Geospatial) MCP Tools for Windsurf (10)
These 10 tools become available when you connect Mapbox (Maps & Geospatial) to Windsurf via MCP:
generate_static_map
Generate a static map image URL centered on coordinates
geocoding_session
Perform autocomplete geocoding operations attached to a session
get_directions
Calculate driving, walking, or cycling directions between points
get_distance_matrix
Calculate a distance and travel time matrix between many points
get_elevation
Query elevation data for a specific coordinate point
get_isochrones
Calculate reachable areas within a specific travel time
reverse_geocode
Perform reverse geocoding to find places or addresses at a specific coordinate
search_places
Search for places, addresses, or POIs using Mapbox Geocoding
snap_to_road
Snap noisy GPS traces sequentially to a road network
solve_optimization
Solve trip optimization (Traveling Salesperson Problem)
Example Prompts for Mapbox (Maps & Geospatial) in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Mapbox (Maps & Geospatial) immediately.
"Find the coordinates for 'Golden Gate Bridge' in San Francisco"
"Get driving directions from New York to Philadelphia with traffic-aware ETA"
"What areas are within a 5-minute walk from '-73.9857,40.7484'?"
Troubleshooting Mapbox (Maps & Geospatial) MCP Server with Windsurf
Common issues when connecting Mapbox (Maps & Geospatial) to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Mapbox (Maps & Geospatial) + Windsurf FAQ
Common questions about integrating Mapbox (Maps & Geospatial) MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Mapbox (Maps & Geospatial) with your favorite client
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Connect Mapbox (Maps & Geospatial) to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.