# How to integrate Mapbox MCP with Atomic Agent ```json { "title": "How to integrate Mapbox MCP with Atomic Agent", "toolkit": "Mapbox", "toolkit_slug": "mapbox", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/mapbox/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/mapbox/framework/atomic-agent.md", "updated_at": "2026-08-11T13:12:04.341Z" } ``` ## Introduction Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Mapbox. This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Mapbox account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Mapbox with - [OpenAI Agents SDK](https://composio.dev/toolkits/mapbox/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/mapbox/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/mapbox/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/mapbox/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/mapbox/framework/codex) - [OpenClaw](https://composio.dev/toolkits/mapbox/framework/openclaw) - [Hermes](https://composio.dev/toolkits/mapbox/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/mapbox/framework/google-adk) - [LangChain](https://composio.dev/toolkits/mapbox/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/mapbox/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/mapbox/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/mapbox/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/mapbox/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/mapbox/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/mapbox/framework/autogen) ## TL;DR ### How Atomic Agent connects to Mapbox Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication. Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account. ## Connect Mapbox to Atomic Agent ### Connect Mapbox to Atomic Agent - Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key. - In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart. - Ask Atomic Agent to do something in Mapbox. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Mapbox account, then return to Atomic Agent to continue. ### Headless setup Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file. ```bash COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY ``` ## What is the Mapbox MCP server, and what's possible with it? The Mapbox MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Mapbox account. It provides structured and secure access to your mapping and location data, so your agent can perform actions like geocoding addresses, calculating travel routes, retrieving map embeds, and analyzing travel matrices on your behalf. - Batch and individual geocoding: Instantly convert addresses or place names to geographic coordinates—or reverse geocode coordinates to place names—using both batch and individual tools. - Route and directions retrieval: Let your agent fetch optimized driving, walking, or cycling directions between waypoints, including turn-by-turn instructions when needed. - Distance and travel time analysis: Have the agent generate travel time and distance matrices to compare routes or plan logistics across multiple locations. - Map style embed generation: Retrieve ready-to-use embeddable HTML for your custom Mapbox map styles, perfect for sharing or displaying maps in web apps. - Permanent geocoding and font data retrieval: Access enterprise-grade, cacheable geocoding data or fetch font glyph ranges for custom rendering and advanced mapping use cases. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `MAPBOX_GEOCODE_BATCH_V6` | Batch Geocode V6 | Tool to perform batch geocoding with up to 1000 queries in a single request. Use when you need to geocode multiple locations efficiently (forward, reverse, or structured). Supports mixing query types in the same batch. | | `MAPBOX_GEOCODE_FORWARD_V5` | Forward Geocode V5 | Tool to search for places by name or address using Mapbox Geocoding v5 API (forward geocoding). Use when you need to convert place names or addresses to geographic coordinates using the v5 endpoint. | | `MAPBOX_GEOCODING_BATCH` | Batch Geocoding | Tool to perform batch forward or reverse geocoding for multiple locations. Use when you need consistent geocoding of up to 50 queries in one call. | | `MAPBOX_GEOCODING_FORWARD` | Forward Geocoding | Tool to convert free-form or structured address into geographic coordinates and place features. Use when you need forward geocoding from text or address components. | | `MAPBOX_GEOCODING_PERMANENT_FORWARD` | Permanent Forward Geocoding | Tool to perform permanent forward geocoding. Use when you need enterprise-grade permanent geocoding after confirming account privileges. | | `MAPBOX_GEOCODING_PERMANENT_REVERSE` | Permanent Reverse Geocoding | Tool to perform permanent reverse geocoding. Use after obtaining coordinates to get cacheable place data. Example: lon=-73.989, lat=40.733 | | `MAPBOX_GEOCODING_REVERSE` | Reverse Geocoding | Tool to reverse geocode coordinates into place names. Use after obtaining coordinates. | | `MAPBOX_GET_ACCESS_TOKEN` | Get Access Token | Tool to extract and validate Mapbox access token from connection metadata. Use when you need a valid token for downstream actions. | | `MAPBOX_GET_ISOCHRONE` | Get Isochrone | Tool to calculate areas reachable within a specified amount of time or distance from a location. Use when you need to visualize travel time or distance zones for routing analysis. | | `MAPBOX_GET_MAP_MATCHING` | Get Map Matching | Tool to snap fuzzy GPS traces to roads on the road network. Use when you need to clean up inaccurate location traces for display or analysis. | | `MAPBOX_GET_OPTIMIZATION_V1` | Get Optimization V1 | Tool to calculate optimal driving routes and trips that visit a set of waypoints. Use when you need to find the best order to visit multiple locations with optimized routing. | | `MAPBOX_GET_SPRITE` | Get Sprite | Tool to retrieve a sprite image or its JSON document from a Mapbox style. Use when you need sprite assets for rendering map icons. Sprites are collections of small icons used in map styles. The JSON format returns metadata about icon positions and dimensions within the sprite sheet, while the PNG format returns the actual image. Sprite sheets optimize performance by combining multiple icons into a single image. | | `MAPBOX_GET_STATIC_IMAGE` | Get Static Image | Request a static map image from a Mapbox Studio style. Returns a PNG or JPEG image of the specified map area with customizable parameters including location, zoom level, camera angle, and optional overlays like markers or GeoJSON features. Use when you need to generate static map images for embedding in documents, emails, or web pages without interactive map functionality. | | `MAPBOX_GET_STATIC_TILES` | Get Static Tiles | Tool to retrieve raster tiles from a Mapbox Studio style. Use when you need map tiles for specific coordinates and zoom levels. Returns PNG or JPG raster tiles that can be assembled to create map visualizations. Tiles follow the XYZ tiling scheme where the world is divided into a grid at each zoom level. Supports retina/high-DPI displays via the @2x suffix. | | `MAPBOX_GET_TOKEN` | Get Token Information | Tool to retrieve information about a Mapbox access token and validate its status. Use when you need to check token validity or retrieve token metadata. | | `MAPBOX_GET_VECTOR_TILES` | Get Vector Tiles | Tool to retrieve vector tiles from Mapbox-hosted vector tilesets. Use when you need tile data for mapping applications at specific zoom levels and coordinates. | | `MAPBOX_POST_MAP_MATCHING` | Map Matching (POST) | Tool to snap GPS coordinates to the road network using POST method for longer coordinate lists. Use when you have GPS traces to match to roads (2-100 coordinates). | | `MAPBOX_QUERY_TILE_FEATURES` | Query Tile Features | Tool to retrieve data about specific features from vector tilesets based on a location. Use when you need to query tileset features at a geographic point, such as finding buildings, roads, or points of interest near coordinates. | | `MAPBOX_REQUEST_STYLE_EMBED_HTML` | Request Style Embed HTML | Retrieve embeddable HTML for a Mapbox style that can be embedded in an iframe. Returns a complete HTML document with Mapbox GL JS code that renders an interactive map with the specified style. Useful for quickly embedding Mapbox maps into web pages without custom JavaScript code. | | `MAPBOX_RETRIEVE_DIRECTIONS` | Retrieve Directions | Tool to retrieve directions between waypoints. Use when you need navigation routes with optional turn-by-turn instructions after confirming origin and destination. | | `MAPBOX_RETRIEVE_FONT_GLYPH_RANGES` | Retrieve Font Glyph Ranges | Tool to retrieve font glyph ranges as PBF tiles. Use when you have confirmed the font name, codepoint range, and valid token. | | `MAPBOX_RETRIEVE_MARKER` | Retrieve Marker | Tool to retrieve a standalone marker image without any background map. Returns a PNG image file of the specified marker type. Use when you need to obtain marker icons for display or reference purposes. | | `MAPBOX_RETRIEVE_MATRIX` | Retrieve Matrix | Retrieve a travel time and distance matrix between multiple locations. Use this tool when you need to calculate travel times and/or distances between many origin-destination pairs efficiently (e.g., comparing routes from multiple starting points to multiple destinations, finding the nearest location from a set, or optimizing multi-stop routing). Returns matrices showing durations (in seconds) and distances (in meters) between all coordinate pairs. | | `MAPBOX_RETRIEVE_SEARCHBOX_PLACE` | Retrieve Searchbox Place Details | Tool to retrieve full details for a specific place by its Mapbox ID. Use when you have a mapbox_id from a search suggestion and need complete place information. | | `MAPBOX_RETRIEVE_STYLE` | Retrieve Style | Retrieves the complete Mapbox style specification as JSON, including all layers, sources, sprites, and configuration. A Mapbox style defines how a map is rendered, including data sources, layer styling, fonts, and sprites. This action returns the full style specification conforming to the Mapbox Style Specification, which can be used with Mapbox GL JS, mobile SDKs, or for analyzing map configurations. Use this action when you need to: - Inspect or analyze a map style's configuration - Retrieve style definitions for programmatic rendering - Examine layers, sources, and styling rules - Get complete style specifications for custom map implementations | | `MAPBOX_RETRIEVE_STYLE_WMTS` | Retrieve Style WMTS | Retrieve a WMTS (Web Map Tile Service) capabilities document for a Mapbox style. This action returns an OGC-compliant WMTS XML document that describes how to access map tiles for the specified style. The document includes tile matrix sets, supported coordinate systems (EPSG:3857), and tile URL templates. Use this when integrating Mapbox styles with desktop GIS applications (ArcGIS, QGIS, CARTO, Tableau) or any WMTS-compliant mapping client. The WMTS endpoint works with both Mapbox's official styles (e.g., streets-v12, satellite-v9) and custom styles created in Mapbox Studio. | | `MAPBOX_RETRIEVE_TILESET_METADATA` | Retrieve Tileset Metadata | Tool to retrieve metadata for a Mapbox tileset. Use when you need TileJSON details including bounds, zooms, and layer info. | | `MAPBOX_REVERSE_GEOCODE_V6` | Reverse Geocoding V6 | Tool to convert geographic coordinates to place names using Geocoding v6 API. Use when you need to perform reverse geocoding from latitude/longitude coordinates. | | `MAPBOX_REVERSE_SEARCHBOX` | Search Box Reverse Geocoding | Tool to convert coordinates to places using the Search Box API (reverse geocoding). Use when you need to find place names, addresses, or points of interest for given coordinates. | | `MAPBOX_SEARCH_BOX_FORWARD` | Search Box Forward | Tool to search for places by name or address using the Search Box API. Use when you need to find locations, addresses, or points of interest based on a text query. | | `MAPBOX_SEARCH_CATEGORY` | Search by Category | Tool to search for places by category (e.g., restaurants, hotels, coffee shops). Use when you need to find POIs in a specific category, optionally filtered by location, bounding box, or proximity. | | `MAPBOX_SUGGEST_SEARCHBOX` | Search Box Suggest | Tool to get autocomplete suggestions for a partial search query. Use when you need address or place suggestions as users type, before retrieving full details. | ## Supported Triggers None listed. ## Troubleshooting ### Why is my API key rejected? Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying. ### Why are Composio tools unavailable after saving a key? Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk. ### Does Composio have a free plan? The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection. ## Complete Code None listed. ## Conclusion ### Use Mapbox from Atomic Agent With your account connected, ask Atomic Agent to work with Mapbox in natural language. You can connect more apps through the same Composio integration as you need them. Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo). ## How to build Mapbox MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/mapbox/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/mapbox/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/mapbox/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/mapbox/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/mapbox/framework/codex) - [OpenClaw](https://composio.dev/toolkits/mapbox/framework/openclaw) - [Hermes](https://composio.dev/toolkits/mapbox/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/mapbox/framework/google-adk) - [LangChain](https://composio.dev/toolkits/mapbox/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/mapbox/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/mapbox/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/mapbox/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/mapbox/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/mapbox/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/mapbox/framework/autogen) ## Related Toolkits - [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. 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Instantly enrich your applications with up-to-date insights on 20M+ businesses. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Mapbox MCP? With a standalone Mapbox MCP server, the agents and LLMs can only access a fixed set of Mapbox tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Mapbox and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Atomic Agent? Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Mapbox tools. ### Can I manage the permissions and scopes for Mapbox while using Tool Router? Yes, absolutely. You can configure which Mapbox scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Mapbox data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)