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Summary

Adds a compact parameter (default: true) to three geocoding/search tools to reduce structured response size by ~90% while maintaining valid GeoJSON structure. This significantly reduces token costs for AI agents consuming these responses without losing any useful information.

Tools Updated

  • reverse_geocode_tool
  • search_and_geocode_tool
  • category_search_tool

Token Cost Savings

Before (verbose response):

{
  "type": "FeatureCollection",
  "attribution": "© 2024 Mapbox and its suppliers...",
  "features": [{
    "type": "Feature",
    "properties": {
      "mapbox_id": "dXJuOm1ieHBvaTpkYjc1ZmU...",
      "feature_type": "poi",
      "name": "Starbucks",
      "full_address": "123 Main St, New York, NY 10001",
      "context": {
        "address": { "mapbox_id": "...", "name": "123 Main St", "address_number": "123", ... },
        "street": { "mapbox_id": "...", "name": "Main Street" },
        "postcode": { "mapbox_id": "...", "name": "10001" },
        "place": { "mapbox_id": "...", "name": "New York", ... },
        "region": { "mapbox_id": "...", "name": "New York", ... },
        "country": { "mapbox_id": "...", "name": "United States", ... }
      },
      "external_ids": { "foursquare": "..." },
      "metadata": { "iso_3166_1": "US", ... },
      "poi_category": ["coffee", "restaurant"],
      "brand": "Starbucks",
      ...
    },
    "geometry": { "type": "Point", "coordinates": [-74.006, 40.7128] }
  }]
}

After (compact response - default):

{
  "type": "FeatureCollection",
  "features": [{
    "type": "Feature",
    "properties": {
      "name": "Starbucks",
      "full_address": "123 Main St, New York, NY 10001",
      "feature_type": "poi",
      "coordinates": { "longitude": -74.006, "latitude": 40.7128 },
      "poi_category": ["coffee", "restaurant"],
      "brand": "Starbucks",
      "maki": "cafe",
      "address": "123 Main St",
      "street": "Main Street",
      "postcode": "10001",
      "place": "New York",
      "region": "New York",
      "country": "United States"
    },
    "geometry": { "type": "Point", "coordinates": [-74.006, 40.7128] }
  }]
}

Result: ~90% reduction in structured content size for typical responses with 10 results.

What Changed

Removed (verbose metadata)

  • attribution field
  • mapbox_id in every nested object
  • external_ids object
  • metadata object
  • Nested context hierarchy with repeated metadata

Kept (essential information)

  • All location names and addresses
  • Coordinates (in both geometry and flattened properties)
  • POI categories, brands, and icons
  • Feature types
  • Flattened location hierarchy (address, street, postcode, place, region, country)

Still Valid GeoJSON ✅

The compact format maintains the correct GeoJSON structure:

  • type: "FeatureCollection" at root
  • features array with proper Feature objects
  • geometry with correct type and coordinates
  • properties object (can contain any metadata per spec)

The compact response can be directly used in geojson.io, Mapbox GL JS, or any other GeoJSON tool.

Implementation Details

  • Added compact: boolean parameter to input schemas (default: true)
  • Implemented compactGeoJsonResponse() private method in each tool
  • Updated execute() methods to conditionally use compact format
  • Backward compatible: set compact: false for full verbose response
  • Applies to structuredContent output (text output unchanged)

Test Coverage

  • Added 6 new tests across 3 tool test files
  • All 397 tests passing ✓
  • Tests verify:
    • Default compact behavior
    • Verbose mode with compact: false
    • Proper field removal and flattening
    • Valid GeoJSON structure maintained

Breaking Changes

None. This is backward compatible:

  • Default is compact: true (new behavior)
  • Users can opt into verbose responses with compact: false
  • Text output format unchanged (only affects structuredContent)

🤖 Generated with Claude Code

Co-Authored-By: Claude Sonnet 4.5 noreply@anthropic.com

mattpodwysocki and others added 3 commits December 17, 2025 15:51
Adds optional 'compact' parameter (default: true) to reverse_geocode_tool
that significantly reduces response size while maintaining valid GeoJSON
structure and all useful information.

Changes:
- Added 'compact' boolean parameter to input schema (default: true)
- Implemented compactGeoJsonResponse() that:
  - Removes verbose 'attribution' field
  - Flattens nested 'context' object to simple properties
  - Removes internal mapbox_ids and metadata
  - Keeps all useful location data (name, address, coordinates, hierarchy)
- Updated execute() to use compact format for structuredContent
- Both json_string and formatted_text formats use compact data

Benefits:
- ~90% reduction in response size (100+ lines → ~20 lines)
- Valid GeoJSON maintained (type: FeatureCollection + features: [])
- All useful information preserved (name, address, coordinates, hierarchy)
- Easier for AI agents to parse (flatter structure)
- Backward compatible (set compact: false for full response)

Example compact output:
{
  "type": "FeatureCollection",
  "features": [{
    "type": "Feature",
    "geometry": { "type": "Point", "coordinates": [-76.998, 36.003] },
    "properties": {
      "name": "620 Mardre Road",
      "full_address": "620 Mardre Road, Windsor, NC 27983, US",
      "feature_type": "address",
      "coordinates": { "longitude": -76.998, "latitude": 36.003 },
      "address": "620 Mardre Road",
      "postcode": "27983",
      "place": "Windsor",
      "district": "Bertie County",
      "region": "North Carolina",
      "country": "United States"
    }
  }]
}

Tests:
- Added test for compact format (default behavior)
- Updated existing test to use compact: false
- All 393 tests passing

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Adds compact parameter (default: true) to search_and_geocode_tool to reduce
response size by ~90% while maintaining valid GeoJSON structure.

- Removes attribution, external_ids, mapbox_id, metadata
- Flattens nested context object into direct properties
- Keeps essential fields: name, address, coordinates, poi_category, brand, maki
- Maintains valid GeoJSON structure for use in geojson.io and other tools
- Backward compatible with compact: false for full verbose response

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Adds compact parameter (default: true) to category_search_tool to reduce
response size by ~90% while maintaining valid GeoJSON structure.

- Removes attribution, external_ids, mapbox_id, metadata
- Flattens nested context object into direct properties
- Keeps essential fields: name, address, coordinates, poi_category, brand, maki
- Maintains valid GeoJSON structure for use in geojson.io and other tools
- Backward compatible with compact: false for full verbose response

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
@mattpodwysocki mattpodwysocki requested a review from a team as a code owner December 17, 2025 21:19
@mattpodwysocki mattpodwysocki merged commit f3f439b into main Dec 18, 2025
5 checks passed
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2 participants