Geospatial MCP Servers

A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the commercial location platforms.

The tables below are generated from servers.yaml — the single source of truth.

Add a server

Quick: open a New server issue.
Direct: add an entry to servers.yaml and regenerate — see CONTRIBUTING.md.

bash python3 -m venv .venv && ./.venv/bin/pip install -r requirements.txt # first time ./.venv/bin/python scripts/generate_readme.py # regenerate tables

Legend — Type is official (published by the platform/data vendor) or community (independent). Health comes from health.json, refreshed by python scripts/check_health.py: 🟢 active (repo pushed within 12 months) · 🟡 stale (real but dormant) · ⚪ hosted (a hosted service, no repo activity signal) · ⏳ pending (early access / not generally available yet — on the health-check watchlist) · 🔴 archived/dead. Access is how the underlying service can be used: 🟩 open (open-source on free/open data) · 🟨 free (free, not open source) · 🟦 commercial (a commercial product with a usable free tier) · 🟥 paywalled (no free tier — payment required). A few entries carry a note: in servers.yaml flagging a URL still to be confirmed.

Use it as a Claude skill

This repo ships a Claude Code skill in skill/ that searches/recommends servers from the catalog and adds new ones. Install it by symlinking into your skills directory (the skill resolves the repo location from this symlink — no hard-coded paths):

git clone https://github.com/sparkgeo/geo-mcp-servers.git
ln -sfn "$(pwd)/geo-mcp-servers/skill" ~/.claude/skills/geo-mcp-servers

Then ask Claude things like "is there an MCP server for STAC imagery?" or "track this new geo MCP server: ".

96 servers tracked across 11 categories.

Health checked 2026-10-05 (active = repo pushed within 12 months): 🟢 active 60 · 🟡 stale 17 · ⚪ hosted 17 · ⏳ pending 2.

Access: 🟩 open 44 · 🟨 free 3 · 🟦 commercial 43 · 🟥 paywalled 6.

Geocoding & place search

Server	Description	Lang	By	Type	Access	Health
Geoapify MCP Server	Geoapify geocoding, reverse geocoding, places, routing, isolines & travel-time	Python	OriShmila	community	🟦 commercial	🟡 stale
geocode-mcp	Lat/long for places via free Nominatim, no API key	Python	X-McKay	community	🟩 open	🟡 stale
HERE Maps MCP Server	HERE Platform geocoding, reverse geocoding, routing, places search & traffic	TypeScript	limingchina	community	🟦 commercial	🟡 stale
MCP-Geo	Geocoding MCP built on GeoPy — multi-provider (Nominatim, ArcGIS, Bing)	Python	webcoderz	community	🟩 open	🟡 stale
mcp-nominatim	Geocoding / reverse geocoding via OSM Nominatim	Python	pipeworx-io	community	🟩 open	🟢 active
open-streetmap-mcp	OSM location services — geocode/reverse, POI, directions, meeting points, neighborhood analysis	Python	Jagan Shanmugam	community	🟩 open	🟡 stale
OpenCage Geocoding MCP	Forward/reverse geocoding via the OpenCage API, plus API-status/quota checks	TypeScript	OpenCage	official	🟦 commercial	🟢 active
openstreetmap-mcp-server	Geocode, reverse geocode, and Overpass spatial queries (STDIO or Streamable HTTP)	TypeScript	cyanheads	community	🟩 open	🟢 active
OSM-GeoJSON-MCP-Server	Fetches OSM data as GeoJSON via Overpass	JavaScript	shimizu	community	🟩 open	🟢 active
osmmcp	OSM geospatial tools — geocoding, routing, nearby places, neighborhood analysis, EV charging	Go	NERV Systems	community	🟩 open	🟢 active
PlaceRoot	Overture Maps places, geocoding, admin boundaries, buildings & isochrones via DuckDB (no ETL, no API key); token-budgeted responses with GERS ids	Python	chuofringer	community	🟩 open	🟢 active
Smarty MCP Server	20 tools for US/international address verification, ZIP lookup, reverse geocoding & property/census enrichment	—	Smarty	official	🟦 commercial	⚪ hosted
what3words MCP	Convert 3-word addresses to lat/long + bounding box	—	Pipeworx (uses what3words API)	community	🟦 commercial	🟢 active
Wheremind	Hosted remote MCP for live place search, place details, nearby search, geocoding & turn-by-turn directions for Claude, ChatGPT, Cursor and Claude Code — no Maps API key to manage	—	Wheremind	community	🟦 commercial	⏳ pending
Zephr Places Grounding MCP	Places grounding for local AI — nearest-place search, rich place details & walking navigation (find_nearest_to_me, get_place_details, navigate_to_place)	—	Zephr	official	🟦 commercial	⚪ hosted

Routing, isochrones & navigation

Server	Description	Lang	By	Type	Access	Health
OSRM MCP	Routing, distances & travel times via OSRM, with map-matching & trip optimization	TypeScript	Pipeworx (uses OSRM)	community	🟩 open	🟢 active
valhalla-mcp	Valhalla OSM routing engine — routing, isochrones, tiles, matrix	TypeScript	Atakan Salar	community	🟩 open	🟡 stale

Maps, tiles & commercial platforms

Server	Description	Lang	By	Type	Access	Health
ArcGIS Location Services MCP (beta)	Official Esri MCP exposing ArcGIS Location Platform services — geocoding, routing, static maps	—	Esri	official	🟦 commercial	⚪ hosted
ArcGIS Location Services MCP (community)	Community wrapper over the Esri ArcGIS Location Platform — geocoding, routing, places	—	lwsinclair	community	🟦 commercial	🟡 stale
baidu-maps/mcp	Official Baidu Map — geocoding, POI, route planning, weather, IP location, traffic (China)	Python / TypeScript	Baidu	official	🟦 commercial	🟡 stale
CARTO MCP Server	Remote MCP over CARTO — explore data, render Builder maps inline, run saved spatial Workflows on your cloud warehouse	—	CARTO	official	🟦 commercial	⚪ hosted
Cesium AI Integrations	Official Cesium MCP servers & agent skills connecting the Cesium 3D geospatial ecosystem (CesiumJS, 3D Tiles) to AI assistants	TypeScript	Cesium (CesiumGS)	official	🟦 commercial	🟢 active
Felt MCP Server	Remote MCP — create maps, query warehouse, run spatial SQL, style layers, publish live URLs	—	Felt	official	🟦 commercial	⚪ hosted
foursquare-places-mcp	Official Foursquare Places API v3 — venue search, place details, location context	TypeScript	Foursquare	official	🟦 commercial	🟡 stale
GIS Cloud MCP Server	Remote read & write MCP for the GIS Cloud platform — 55 tools covering maps, layers, features, spatial queries, forms, tables, file import & map rendering, with OAuth 2.1 sign-in and two-phase confirmation for destructive tools	—	GIS Cloud	official	🟦 commercial	⚪ hosted
Google Maps MCP (reference)	Reference server — geocoding, places, directions, distance matrix, elevation (now archived)	TypeScript	Anthropic / MCP project	community	🟦 commercial	🟢 active
google-maps-mcp-server	STDIO server on the new Google Places (New) + Routes APIs	TypeScript	david-pivonka	community	🟦 commercial	🟢 active
google-maps-places-mcp	Google Places search + photos	TypeScript	domdomegg	community	🟦 commercial	🟢 active
Mapbox MCP Server	Official Mapbox web services — geocoding, POI search, multimodal routing, matrix, isochrones, static maps	TypeScript	Mapbox	official	🟦 commercial	🟢 active
MapTiler MCP	MapTiler geocoding, elevation and mapping APIs as MCP tools	—	Pipeworx (uses MapTiler API)	community	🟦 commercial	🟢 active
mcp-google-map	Google Places (New), Routes, geocoding, distance matrix	TypeScript	cablate	community	🟦 commercial	🟢 active
Stadia Maps MCP Server	Official Stadia Maps APIs - geocoding, search, routing, isochrones, map tiles, time zone lookup	TypeScript	Stadia Maps	official	🟦 commercial	🟡 stale
TomTom Maps MCP Server	Official TomTom location services — search, geocoding, routing, traffic	TypeScript	TomTom	official	🟦 commercial	🟢 active
TomTom Traffic Analytics MCP	TomTom MOVE traffic analytics — past, present & predicted traffic	—	TomTom	official	🟦 commercial	🟢 active

Spatial databases & analytics

Server	Description	Lang	By	Type	Access	Health
Overture Maps MCP Server	Query Overture Maps GeoParquet directly from S3 via DuckDB spatial — buildings, place density, land-use analytics	Python	srivinod1	community	🟩 open	🟢 active
postgis-mcp	PostGIS database connection over MCP — multi-connection via env vars	Node.js	receptopalak	community	🟩 open	🟢 active
Wherobots MCP Server	Direct access to WherobotsDB (Apache Sedona) — design & run spatial SQL over S3 & Unity Catalog data	Python	Wherobots	official	🟦 commercial	⚪ hosted

Remote sensing, STAC & earth observation

Server	Description	Lang	By	Type	Access	Health
Arraylake MCP Server	Browse Arraylake repos, inspect schemas, run OGC EDR queries & render maps over Zarr/Icechunk scientific arrays	—	Earthmover	official	🟦 commercial	⚪ hosted
Axion-MCP	Earth Engine analysis platform for Claude Desktop — NDVI/NDWI, classification, maps	TypeScript	Dhenenjay	community	🟦 commercial	🟢 active
copernicus-mcp	Access ESA Copernicus OData API — search/download Sentinel-1/2/3/5P/6 imagery	Python	wb1016	community	🟩 open	🟢 active
earthdata-mcp	LLM access to NASA Common Metadata Repository — discover/verify/access Earth science datasets	Python	NASA	official	🟩 open	🟢 active
google-earth-engine-mcp	Query Google Earth Engine with natural language — fetch datasets, run tasks, visualize in chat	TypeScript	cameronking4	community	🟦 commercial	🟡 stale
LGND Developer MCP	Search Earth-embedding collections by text, image chip or coordinates, run inference to create new collections, and inspect chip/cell metadata	—	LGND AI	official	🟦 commercial	🟢 active
LGND Geo	Hosted MCP for Earth questions over satellite/aerial imagery — find similar locations, analyze change over time, build land-cover classifiers & verify imagery claims (Sentinel-2 + US NAIP)	—	LGND AI	official	🟨 free	⚪ hosted
Microsoft Planetary Computer Pro MCP Tools	35+ tools connecting Planetary Computer + Planetary Computer Pro, shipped for VS Code / Copilot	—	Microsoft	official	🟥 paywalled	⚪ hosted
NASA-MCP-server	Standardized interface to many NASA APIs incl. Earth observations & imagery	TypeScript	ProgramComputer	community	🟩 open	🟢 active
Planet MCP Server (beta)	Natural-language search/preview/order over the Planet Insights Platform Data API using existing Planet SDK creds	—	Planet Labs	official	🟥 paywalled	⚪ hosted
planetary-computer-mcp	Query & download satellite imagery from the Microsoft Planetary Computer STAC API	Python	Isaac Corley	community	🟩 open	🟢 active
SkyFi MCP	Search 150+ satellites from 12+ providers, compare pricing, order archive or tasking imagery in natural language	—	jpwilson (SkyFi platform)	community	🟦 commercial	🟢 active
stac-mcp	Natural-language search of any STAC-compliant catalog (defaults to Planetary Computer)	Python	BnJam	community	🟩 open	🟢 active
Tilebox MCP Server	Create and manage geospatial datasets and distributed workflows, with docs search + CLI and Skills for coding agents	Python / Go	Tilebox	official	🟦 commercial	⚪ hosted
unicef-gee-mcp	Google Earth Engine access/analysis for UNICEF workflows	Python	Tryolabs (for UNICEF)	community	🟦 commercial	🟢 active
Vexcel MCP	Official Vexcel aerial & oblique imagery, DSM/DTM elevation, roof/solar/pool property metadata & post-disaster damage assessments for AI agents	—	Vexcel	official	🟥 paywalled	⚪ hosted

Weather & climate

Server	Description	Lang	By	Type	Access	Health
aqicn-mcp	Real-time air quality from the World Air Quality Index (AQICN) by city or coordinates	—	mattmarcin	community	🟨 free	🟡 stale
dynamical.org Weather & Climate Catalog	Hosted server over dynamical.org's open STAC catalog of cloud-optimized weather & climate archives and forecasts (GFS, HRRR, ECMWF/AIFS) — dataset search & docs, ready-to-run xarray/Zarr/Icechunk snippets, forecast-run freshness	Python	dynamical.org	official	🟩 open	🟢 active
Government of Canada Weather MCP	5-day weather forecasts for any location in Canada (by latitude/longitude) via the Government of Canada Weather API	Python	SeanLF	community	🟩 open	🟡 stale
mcp_weather_server	Weather info via the Open-Meteo API	Python	isdaniel	community	🟩 open	🟢 active
NOAA Marine MCP Server	NOAA CO-OPS tide stations + NDBC buoys — tide predictions, water levels, tidal currents, live buoy conditions	—	cyanheads	community	🟩 open	🟢 active
NOAA-TidesAndCurrents-MCP	NOAA Data/Metadata/Derived-Products APIs for tides and currents	TypeScript	RyanCardin15	community	🟩 open	🟢 active
nws-mcp-server	Quickstart NWS server — get-alerts + get-forecast from the National Weather Service	TypeScript	nitvob	community	🟩 open	🟢 active
open-meteo-mcp	Full Open-Meteo API — forecast, ERA5 archive, air quality, marine, seasonal	TypeScript	cmer81	community	🟩 open	🟢 active
open-meteo-mcp-server (cyanheads)	Open-Meteo forecasts + geocoding, ERA5 historical climate, marine, air quality & terrain elevation	TypeScript	cyanheads	community	🟩 open	🟢 active
OpenAQ MCP Server	Global air-quality stations & pollutant observations (PM2.5, PM10, O3, NO2, SO2, CO) via OpenAQ v3, with SQL over history	—	cyanheads	community	🟩 open	🟢 active
weather-mcp	17 weather tools — forecasts, alerts, air quality, marine, radar, lightning, rivers, wildfires, history to 1940 (NOAA + Open-Meteo)	Python	weather-mcp	community	🟩 open	🟢 active
weather-mcp (Fahrenheit)	12 tools — NWS data, NWP model imagery, NEXRAD radar, 205 meteorological calculations	Python	FahrenheitResearch	community	🟩 open	🟢 active

Desktop & enterprise GIS (QGIS, ArcGIS)

Server	Description	Lang	By	Type	Access	Health
ArcGISMCP	Integrates ArcGIS Online — search/query geospatial feature layers	Python	GarrickGarcia	community	🟦 commercial	🟡 stale
esri-mcp	Query & map Esri Living Atlas data, focus on water resources	Python	eKerney	community	🟦 commercial	🟡 stale
MCP-ArcGISPro	Control and automate ArcGIS Pro from Claude Desktop	Python	geo2004	community	🟥 paywalled	🟢 active
MCP-Server-ArcGIS-Pro-AddIn	MCP server delivered as an ArcGIS Pro add-in	C#/.NET	nicogis	community	🟥 paywalled	🟢 active
qgis-mcp (nkarasiak)	117 QGIS tools — layer mgmt, feature editing, processing, styling, layout/atlas, cross-layer SQL	Python	nkarasiak	community	🟩 open	🟢 active
qgis-mcp-1	Fork connecting QGIS to Claude via MCP	Python	Sir-Adrien-Claudington	community	🟩 open	🟢 active
QGIS2OllamaMCP	Lets LLMs (via Ollama) drive QGIS Desktop	Python	Anita Graser	community	🟩 open	🟢 active
qgis_mcp	Links QGIS Desktop to Claude — project setup, layer management, spatial ops via PyQGIS	Python	jjsantos01	community	🟩 open	🟡 stale
QgisStreamMCP	Full QGIS Desktop in Docker via noVNC — 1000+ Processing algorithms (Native/GDAL/GRASS/SAGA)	Python	nic01asFr	community	🟩 open	🟢 active

General GIS / geoprocessing toolkits

Server	Description	Lang	By	Type	Access	Health
fastgeoapi MCP server	Optional integrated MCP server exposing a secured pygeoapi (OGC API) instance's endpoints as LLM tools, auto-generated from its OpenAPI spec	Python	Geobeyond	community	🟩 open	🟢 active
gdal-mcp	GDAL-style raster/vector workflows (Rasterio, GeoPandas, PyProj) — conversion, reprojection, COG, metadata	Python	JordanGunn / Wayfinder-Foundry	community	🟩 open	🟢 active
geoserver-mcp	Drives the GeoServer REST API — manage workspaces/layers/styles, CQL spatial queries, WMS/WFS access	Python	mahdin75	community	🟩 open	🟢 active
Geospatial Power Pack (Kiro)	19 modular MCP servers with a Kiro hub power — STAC/vector/geocoding connectors, CRS/geometry/raster/point-cloud/3D processing, H3/S2 indexing, and GeoAI embeddings & similarity search over open data on AWS	Python	AWS	official	🟩 open	🟢 active
gis-mcp	Connects LLMs to core GIS libraries (Shapely, PyProj, GeoPandas, Rasterio, PySAL) for geometry, projections, raster & spatial stats	Python	mahdin75	community	🟩 open	🟢 active
MapSmith	Deterministic GIS geoprocessing for AI agents — buffers, overlays, reprojection, zonal stats, terrain & hydrology (GeoPandas/DuckDB/Whitebox), with a verifiable provenance manifest on every output	Python	mapsmith-ai	community	🟩 open	🟢 active

Geospatial data access & catalogs

Server	Description	Lang	By	Type	Access	Health
GeoAI Tools	Hosted MCP platform bridging AI agents to ArcGIS Online/Enterprise data — 35 tools: service discovery, AI service guides, geocoding, spatial analysis, feature editing & server-side pipelines	—	GeoAI Tools	official	🟦 commercial	⏳ pending
GeoLens MCP	Read-only access to a self-hosted GeoLens instance: catalog search, dataset schemas, GeoJSON features, saved maps & sandboxed read-only SQL	Python	GeoLens	official	🟩 open	🟢 active
geonode-mcp	Search, edit metadata/permissions, upload datasets and transfer ownership on a GeoNode catalogue, every call made as the logged-in user via OAuth2	Python	Christian Braun	community	🟩 open	🟢 active
Scigantic MCP	Cross-domain scientific dataset catalog and schema cards (genomics, proteomics, imaging, and a large Earth-observation/geospatial footprint), with per-dataset access snippets for agents	Python	Scigantic	official	🟨 free	🟢 active

Aviation & maritime tracking (ADS-B, AIS)

Server	Description	Lang	By	Type	Access	Health
ADS-B MCP Server	Exposes a local ADS-B feeder (readsb/tar1090) — aircraft positions, callsigns, altitudes, routes	Python	dirkhh	community	🟩 open	🟢 active
Flightradar24 API MCP	Official Flightradar24 flight-tracking API access	—	Flightradar24	official	🟦 commercial	🟢 active
MarineTraffic MCP Server	Vessel positions/details, search & vessels-in-area via MarineTraffic	—	Cyreslab-AI	community	🟦 commercial	🟢 active
SignalK MCP Server	Conversational access to live boat/marine sensor data over Signal K	—	Signal K project	community	🟩 open	⚪ hosted
Vessel Traffic MCP	Read-only vessel identity, AIS-style positions/tracks, port calls & schedules (BYOK maritime providers)	—	tools-mcp	community	🟦 commercial	🟢 active

Other (IP geolocation, misc)

Server	Description	Lang	By	Type	Access	Health
ATTOM MCP	Premium US real-estate & property data from ATTOM Data Solutions — property details, valuations, ownership & sales history	TypeScript	Pipeworx (uses ATTOM API)	community	🟥 paywalled	🟢 active
ipgeolocation-io-mcp	Official ipgeolocation.io — IP geolocation, VPN/proxy detection, timezone, astronomy, ASN	—	IPGeolocation.io	official	🟦 commercial	🟢 active
IPinfo MCP Server	Hosted IPinfo MCP — country/continent (free), city/coords/timezone/postal (detailed)	—	IPinfo	official	🟦 commercial	⚪ hosted
LandRecords.us MCP Server	Query 160M+ US land parcels by attribute, address, radius, bbox or GeoJSON polygon — ownership, assessed value, land use, acreage & geometry	—	landrecords.us	official	🟦 commercial	⚪ hosted
mcp-server-ipinfo	IP geolocation via the IPInfo API (location + network details)	Python	briandconnelly	community	🟦 commercial	🟢 active
Regrid MCP Server	160M+ US/Canada land parcels — query by location, zoning, acreage, ownership & building criteria	—	Regrid	official	🟦 commercial	⚪ hosted
TimezoneToolkit	Timezone conversion plus sunrise/sunset/twilight from lat/long	TypeScript	Cicatriiz	community	🟩 open	🟡 stale

sparkgeo geo-mcp-servers (catalog skill)

Install

Skill document