Free and open-source map hosting solution with custom styles for websites and apps, using OpenStreetMap data
A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work β geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the commercial location platforms.
Python tools for geographic data
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
160-tool MCP server for real-time global intelligence from free public APIs: markets, liquidity, prediction markets, SEC filings, conflict, military, aircraft-cohort early warning, migration and border flows, cyber, climate, news and more. Dated observation history, 29 research prompts, cited briefs, geofences, SSE dashboard. MIT, no paid API keys.
Geospatial extensions for Polars
A multimodal AI agent for geospatial data analysis and interactive visualization
[NeurIPS 2026 Oral] DORA: Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
GeoAI: Artificial Intelligence for Geospatial Data
Rasterio reads and writes geospatial raster datasets
Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis
GeoNode is an open source platform that facilitates the creation, sharing, and collaborative use of geospatial data.
Python interface to PROJ (cartographic projections and coordinate transformations library)
Overture Maps Data
This library reads and writes ESRI Shapefiles in pure Python.
Specification for storing geospatial vector data (point, line, polygon) in Parquet
Python bindings for H3, a hierarchical hexagonal geospatial indexing system
A multi-page streamlit app for geospatial
Fast, interactive geospatial data visualization in Jupyter.
Official repo for the #30DayMapChallenge data visualization project. Open to everyone!
A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).
Distributed version-control for geospatial and tabular data
A Claude/Codex skill for geospatial data
Processing and gridding spatial data, machine-learning style
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
geospatial xarray extension powered by rasterio
pygeoapi is a Python server implementation of the OGC API suite of standards. The project emerged as part of the next generation OGC API efforts in 2018 and provides the capability for organizations to deploy a RESTful OGC API endpoint using OpenAPI, GeoJSON, and HTML. pygeoapi is open source and released under an MIT license.
Streamlit Component for rendering Folium maps
A collection of tools to work with Google Earth Engine Python API
Python framework for integrating geospatial data, 3D city modeling, and urban simulation.
Portolan Catalog with a STAC-GeoParquet dataset of all Sentinel-2 captures, via AWS Earth Search API