Imported from hayotbekismoilov/All-Software (mapbox-mcp-devkit-patterns/AGENTS.md). Install upstream with npx skills add hayotbekismoilov/All-Software --skill mapbox-mcp-devkit-patterns. Copyright stays with the author.

Mapbox MCP DevKit Patterns

Quick reference for using Mapbox MCP DevKit Server in AI coding workflows.

What is DevKit?

MCP server that gives AI assistants access to Mapbox developer APIs for style management, token creation, validation, and documentation.

Repo: https://github.com/mapbox/mcp-devkit-server

Setup

Hosted (Recommended)

Use Mapbox's hosted server - no installation needed.

Claude Desktop:

// ~/Library/Application Support/Claude/claude_desktop_config.json (macOS)
// %APPDATA%\Claude\claude_desktop_config.json (Windows)
{
  "mcpServers": {
    "mapbox-devkit-mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp-devkit.mapbox.com/mcp"]
    }
  }
}

Claude Code:

User-level (all projects) in ~/.claude.json:

{
  "mcpServers": {
    "mapbox-devkit": {
      "url": "https://mcp-devkit.mapbox.com/mcp"
    }
  }
}

Or project-level (specific project) in .mcp.json:

{
  "mcpServers": {
    "mapbox-devkit": {
      "url": "https://mcp-devkit.mapbox.com/mcp"
    }
  }
}

Cursor:

// .cursor/mcp.json or ~/.cursor/mcp.json
{
  "mcpServers": {
    "mapbox-devkit": {
      "url": "https://mcp-devkit.mapbox.com/mcp"
    }
  }
}

VS Code with Copilot:

// mcp.json
{
  "servers": {
    "mapbox-devkit": {
      "type": "http",
      "url": "https://mcp-devkit.mapbox.com/mcp"
    }
  }
}

Self-Hosted (Advanced)

git clone https://github.com/mapbox/mcp-devkit-server.git
cd mcp-devkit-server && npm install && npm run build

Configure in Claude Desktop config:

{
  "mcpServers": {
    "MapboxDevKitServer": {
      "command": "node",
      "args": ["/Users/username/github-projects/mcp-devkit-server/dist/esm/index.js"],
      "env": {
        "MAPBOX_ACCESS_TOKEN": "some token"
      }
    }
  }
}

Core Tools

Style Management

Tool	Purpose	Example Use
create_style_tool	Create new style	"Create dark mode style with 3D buildings"
list_styles_tool	List all styles	"Show my styles"
retrieve_style_tool	Get style details	"Show details of my light style"
update_style_tool	Modify existing style	"Make roads more prominent"
delete_style_tool	Delete a style	"Delete my test style"
preview_style_tool	Generate preview URL	"Preview this style at downtown SF"
style_builder_tool	Build style from template	"Create a style for navigation"
validate_style_tool	Check style JSON	"Validate this style"
compare_styles_tool	Compare two styles	"Compare light vs dark style"
optimize_style_tool	Optimize style JSON	"Optimize this style for performance"

Token Management

Tool	Purpose	Example Use
create_token_tool	Generate access token	"Create token for localhost"
list_tokens_tool	Show all tokens	"List my tokens and scopes"

Validation & Analysis

Tool	Purpose	Example Use
validate_geojson_tool	Check GeoJSON	"Validate this GeoJSON"
validate_expression_tool	Check expression	"Is this expression valid?"
geojson_preview_tool	Preview GeoJSON on map	"Preview this GeoJSON"
check_color_contrast_tool	Check WCAG contrast	"Check if #FF0000 on #FFFFFF passes WCAG"

Geographic Utilities

Tool	Purpose	Example Use
bounding_box_tool	Get bounding box for area	"Get bbox for San Francisco"
country_bounding_box_tool	Get country bounds	"Get bounding box for France"
coordinate_conversion_tool	Convert coordinate systems	"Convert lat/lng to Web Mercator"
tilequery_tool	Query tile data at point	"What features at this coordinate?"

Feedback & Data

Tool	Purpose	Example Use
get_feedback_tool	Get feedback item	"Get feedback #12345"
list_feedback_tool	List user feedback	"Show recent feedback"

Documentation

Tool	Purpose	Example Use
get_latest_mapbox_docs_tool	Access Mapbox docs	"What are fill layer properties?"

Common Workflows

Create Style

"Create a style for a real estate app:
- Emphasize property boundaries in purple
- Show parks in green
- Muted roads
- 3D buildings at zoom 15+"

Returns: Style ID and preview URL

Create Scoped Token

"Create a token with:
- styles:read, fonts:read
- Restricted to: localhost, example.com"

Validate Data

"Validate this GeoJSON:
{ \"type\": \"FeatureCollection\", ... }

Check for:
- Valid coordinates
- Required properties: name, address"

Iterative Development

1. "Create a light style for a delivery app"
2. [View preview URL]
3. "Add restaurant POIs with icons"
4. "Make delivery zones semi-transparent"
5. [Iterate until satisfied]

When to Use DevKit

Scenario	Use DevKit	Use Direct APIs
Development-time operations	✅	—
Production runtime	—	✅
Style creation/updates	✅	—
Tile serving	—	✅
Token generation	✅	—
Map rendering	—	✅
Data validation	✅	—
High-frequency updates	—	✅
Learning/prototyping	✅	—
User-facing features	—	✅
Documentation lookup	✅	—
Client-side operations	—	✅

Validation Patterns

// Validate before using
"Validate GeoJSON" → Fix issues → Create style

// Validate expressions
"Is ['case', ['<', ['get', 'pop'], 1000], 'small', 'large'] valid?"

// Convert coordinates
"Convert -122.4194, 37.7749 to Web Mercator"

Token Scopes

Scope	Grants Access To
styles:read	Read styles
styles:write	Create/update styles
fonts:read	Load fonts
datasets:read	Read datasets
tokens:write	Create tokens
uploads:read	Read uploads

Best practice: Use minimal scopes + URL restrictions

Example: Multi-Environment Setup

"Create 3 environments:

Dev:
- Token: all scopes, localhost only
- Style: app-dev (debug labels enabled)

Staging:
- Token: read-only, staging.example.com
- Style: app-staging (production-like)

Prod:
- Token: minimal scopes, example.com
- Style: app-prod (optimized)"

Troubleshooting

Issue	Solution
DevKit not found	Check MCP config path, restart AI assistant
Style creation fails	Verify token has `styles:write` scope
Token creation fails	Need `tokens:write` scope
Validation errors	Check GeoJSON spec (RFC 7946), coordinate order

Integration Patterns

With Mapbox Studio:

DevKit: Quick creation, AI iteration
Studio: Fine-tuning, visual editing

With Version Control:

1. "Create style and save JSON to styles/map.json"
2. Review changes in git
3. Commit to repository

With CI/CD:

1. Style JSON in repo
2. Validate via DevKit in CI
3. Deploy to Mapbox on merge

mapbox-mcp-devkit-patterns

About