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Alternatives to mapbox/mcp-server

mapbox/mcp-server is a MCP server by mapbox: Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc. If it doesn't fit your setup, these 12 MCP servers cover similar ground. They are ordered by how closely they match mapbox/mcp-server and by our rank, which weighs adoption, freshness and documentation; money never changes the order. OpenStreetMap leads the list (active in the last 30 days; open source (MIT)). 3 of them are published by the company behind the product. 6 offer a remote endpoint, so there is nothing to install locally. Each entry shows data reasons to switch, and you can open a side-by-side comparison with mapbox/mcp-server.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

You're replacing

mapbox/mcp-server

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

12 alternatives

Ordered by how closely each matches mapbox/mcp-server (shared product, category or stated alternative) and by rank.

  1. 1
    OpenStreetMap

    ni-c

    Geocoding, walking/driving/cycling distances, route optimization, isochrones and POI search on OSM

    • Active in the last 30 days
    • Open source (MIT)

    ★ 4Last active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  2. 2
    OSM Tagging Schema MCP

    gander-tools

    MCP server for querying and validating OpenStreetMap tags

    • Active in the last 30 days
    • Open source (GPL-3.0)

    ★ 8↓ 78/wkLast active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  3. 3
    CLIO Geojson

    iowarp

    MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only)

    • Most GitHub stars here (30)
    • Most weekly downloads here (7.3K)

    ★ 30↓ 7.3K/wkLast active Oct 8, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  4. 4
    NOAA GOES Satellite Imagery MCP Server

    mansurjisan

    GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA

    • Active in the last 30 days
    • Open source (MIT)

    ★ 10↓ 55/wkLast active Oct 20, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  5. 5
    Mapsource OpenStreetMap & Geospatial APIs

    robit-man

    OpenStreetMap queries, maps/styles, search, routing, terrain, analysis, pipelines, and rendering.

    • Remote server, no local install
    • Active in the last 30 days

    Last active Sep 29, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  6. 6
    INAVI Maps API

    inavi-systems

    INAVI Maps API for AI (South Korea): place search, geocoding, routes on an interactive map

    • Active in the last 30 days
    • Open source (MIT)

    ↓ 198/wkLast active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  7. 7
    Zornade MCP - Italian Cadastre, Geospatial and Real Estate Data

    zornade

    Italian cadastral parcels, geocoding, OMI valuations, risk and demographic data.

    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 6, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  8. 8
    MCP IP Geolocation

    geekmarine

    Resolves IP autonomous system numbers (ASN) and geographic coordinates.

    • Remote server, no local install
    • Active in the last 30 days

    Last active Sep 30, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  9. 9
    Opencage Geocoding MCP

    OpenCageData

    MCP server for OpenCage geocoding API

    • Active in the last 30 days
    • Open source (MIT)

    ★ 19↓ 16/wkLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  10. 10
    Latitude 10 Agent Readiness

    latitude10.techOfficial

    Scores how well AI agents will use your API, 0-100, from its OpenAPI spec.

    • Published by the vendor
    • Remote server, no local install

    Last active Oct 3, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  11. 11
    Latitude 10 Store

    latitude10.techOfficial

    Developer kits and design packs for AI agents, paid in USDC over x402.

    • Published by the vendor
    • Remote server, no local install

    Last active Oct 3, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  12. 12
    ipatlas IP geolocation

    ipatlas.devOfficial

    IP geolocation: country, EU status, region, city, time zone and ASN for any IPv4/IPv6 address.

    • Published by the vendor
    • Remote server, no local install

    Last active Oct 18, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

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