{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_ngoiyaeric-mapbox-mcp-server","slug":"ngoiyaeric-mapbox-mcp-server","name":"Mapbox MCP Server","type":"mcp","url":"https://console.mapbox.com/account/access-tokens/","page_url":"https://unfragile.ai/ngoiyaeric-mapbox-mcp-server","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:ngoiyaeric/mapbox-mcp-server"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_ngoiyaeric-mapbox-mcp-server__cap_0","uri":"capability://tool.use.integration.real.time.geocoding.service.integration","name":"real-time geocoding service integration","description":"This capability allows applications to convert addresses into geographic coordinates using Mapbox's geocoding API. It leverages a RESTful architecture to send requests and receive responses in JSON format, enabling seamless integration into various applications. The service supports batch geocoding, allowing multiple addresses to be processed in a single request, which enhances efficiency and reduces latency.","intents":["How can I convert user addresses into latitude and longitude for mapping?","I need to geocode multiple locations in one API call for my logistics application.","What is the best way to integrate geocoding into my web app?"],"best_for":["developers building location-based applications","teams requiring efficient address processing"],"limitations":["Rate limits apply based on the access token used; heavy usage may require a paid plan."],"requires":["API key for Mapbox services","Node.js 14+"],"input_types":["text"],"output_types":["structured data (JSON)"],"categories":["tool-use-integration","geolocation-services"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ngoiyaeric-mapbox-mcp-server__cap_1","uri":"capability://tool.use.integration.dynamic.routing.and.navigation","name":"dynamic routing and navigation","description":"This capability provides turn-by-turn navigation and routing information by utilizing Mapbox's Directions API. It processes user-defined waypoints and calculates the best routes based on real-time traffic data. The integration supports various transportation modes, including driving, walking, and cycling, and can return detailed instructions for each leg of the journey.","intents":["How can I implement turn-by-turn navigation in my mobile app?","What API should I use to calculate routes based on real-time traffic?","I need to provide users with alternative routes for their journey."],"best_for":["mobile app developers","logistics companies needing route optimization"],"limitations":["Route calculations may be affected by traffic data availability; requires internet access."],"requires":["API key for Mapbox services","Python 3.6+"],"input_types":["text (addresses or coordinates)"],"output_types":["structured data (JSON)"],"categories":["tool-use-integration","navigation-services"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ngoiyaeric-mapbox-mcp-server__cap_2","uri":"capability://data.processing.analysis.travel.matrix.generation","name":"travel matrix generation","description":"This capability generates a travel matrix that calculates travel times and distances between multiple origins and destinations using Mapbox's Matrix API. It efficiently processes requests to return a matrix of travel times, allowing applications to analyze the best routes and optimize logistics. The API supports various transportation modes and can handle large datasets effectively.","intents":["How can I calculate travel times between multiple locations for my delivery service?","What is the best way to analyze distances for route planning?","I need to generate a travel matrix for my fleet management application."],"best_for":["logistics and delivery service developers","data analysts working with transportation data"],"limitations":["Limited to a maximum number of origins and destinations per request; check API documentation for limits."],"requires":["API key for Mapbox services","JavaScript ES6+"],"input_types":["structured data (coordinates)"],"output_types":["structured data (JSON)"],"categories":["data-processing-analysis","logistics-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ngoiyaeric-mapbox-mcp-server__cap_3","uri":"capability://image.visual.custom.map.styling.and.rendering","name":"custom map styling and rendering","description":"This capability allows developers to create and apply custom styles to maps using Mapbox's Style API. It supports a wide range of styling options, including colors, fonts, and layers, enabling developers to tailor the visual appearance of their maps to fit their application's branding. The API allows for dynamic style changes based on user interactions or data inputs.","intents":["How can I customize the look of my application’s map?","What API should I use to change map styles dynamically?","I need to apply specific branding to my maps for a client project."],"best_for":["UI/UX designers integrating maps into applications","developers creating branded mapping solutions"],"limitations":["Complex styles may increase rendering times; performance may vary based on device capabilities."],"requires":["API key for Mapbox services","React 16+"],"input_types":["JSON (style specifications)"],"output_types":["visual output (maps)"],"categories":["image-visual","ui-customization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ngoiyaeric-mapbox-mcp-server__cap_4","uri":"capability://search.retrieval.search.and.autocomplete.for.places","name":"search and autocomplete for places","description":"This capability provides a search and autocomplete feature for places using Mapbox's Geocoding API. It allows users to input partial place names and receive suggestions in real-time, enhancing user experience in location-based applications. The implementation involves sending user input to the API, which returns a list of potential matches based on the input, leveraging Mapbox's extensive database of places.","intents":["How can I implement a search bar for locations in my app?","What API should I use for real-time place suggestions?","I need to enhance my user interface with location autocomplete features."],"best_for":["developers building location-aware applications","UI/UX designers focusing on user input"],"limitations":["Autocomplete suggestions may vary based on the completeness of the database; requires internet access."],"requires":["API key for Mapbox services","Vue.js 2+"],"input_types":["text"],"output_types":["structured data (JSON)"],"categories":["search-retrieval","user-interface"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"high","permissions":["API key for Mapbox services","Node.js 14+","Python 3.6+","JavaScript ES6+","React 16+","Vue.js 2+"],"failure_modes":["Rate limits apply based on the access token used; heavy usage may require a paid plan.","Route calculations may be affected by traffic data availability; requires internet access.","Limited to a maximum number of origins and destinations per request; check API documentation for limits.","Complex styles may increase rendering times; performance may vary based on device capabilities.","Autocomplete suggestions may vary based on the completeness of the database; requires internet access.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.35,"ecosystem":0.38999999999999996,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:27.442Z","last_scraped_at":"2026-05-03T15:19:00.491Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ngoiyaeric-mapbox-mcp-server","compare_url":"https://unfragile.ai/compare?artifact=ngoiyaeric-mapbox-mcp-server"}},"signature":"JSgguRP3MYbk69MGEJYJbp9gfz/xPZSGfWzXmkzEsqGlnk69W9B1EJ7SCRzh/iMV/KeO3KA7svu4Bdc8Ii2sAQ==","signedAt":"2026-06-21T09:15:15.938Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ngoiyaeric-mapbox-mcp-server","artifact":"https://unfragile.ai/ngoiyaeric-mapbox-mcp-server","verify":"https://unfragile.ai/api/v1/verify?slug=ngoiyaeric-mapbox-mcp-server","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}