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mapbox-location-grounding

Query live Mapbox data to ground location-aware responses with cited sources.

Updated Mar 29, 2026
Search Tags:#API integration#MCP tools#Mapbox#live data#location grounding
One-click install
npx skills add https://github.com/Ylopo/Shana-Gates --skill mapbox-location-grounding
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mapbox-location-grounding
Source: https://github.com/Ylopo/Shana-Gates/tree/main/.agents/skills/mapbox-location-grounding
Command: npx skills add https://github.com/Ylopo/Shana-Gates --skill mapbox-location-grounding

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mapbox-mcp-tools, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill solves the problem of relying on stale and potentially inaccurate training data for location-based responses. It provides real-time, grounded information using live Mapbox data.

Core Features & Use Cases

  • Real-time Location Grounding: Utilizes Mapbox MCP tools to produce grounded, cited location-aware responses from live data.
  • Custom Queries: Offers flexible querying for various location-based needs such as nearby POIs, travel times, and area descriptions.
  • Response Structure: Provides a structured format for grounded responses, including neighborhood, POIs, travel context, and data sources.

Quick Start

ground_location_tool(37.7749, -122.4194, query: "restaurant", profile: "mapbox/walking")

Frequently Asked Questions about mapbox-location-grounding

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I ground AI location-aware responses in live Mapbox data instead of stale training data?▼

To ground location-aware responses in live Mapbox data, you query Mapbox APIs using MCP tools to fetch real-time, cited location information. This replaces stale training data with accurate, up-to-date coordinates and points of interest.

What is location grounding and when do I need live API data for it?▼

Location grounding is the process of validating AI-generated geographic responses against real-time API data. You need live API data when your application requires accurate, current points of interest, travel times, or area descriptions rather than outdated model training data.

How do I query Mapbox for nearby points of interest using walking and driving profiles?▼

You query Mapbox by calling the grounding tool with coordinates, a query string like "restaurant", and a profile such as mapbox/walking or mapbox/driving. This returns structured location data including neighborhoods and travel context.

Do I need mapbox-mcp-tools to access live Mapbox API data?▼

Yes, you need the mapbox-mcp-tools dependency to access live Mapbox APIs. This prerequisite tool composition provides the necessary interface to query Mapbox data and produce grounded, cited location-aware responses.

What structure does a grounded location response include from live Mapbox queries?▼

A grounded location response includes structured fields for neighborhood, points of interest, travel context, and data sources. This structure ensures the live Mapbox data is cited and formatted for accurate location-aware outputs.

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