- Conduid
- Marketplace
- #earth-observation
MCP servers tagged earth-observation
17 live MCP servers tagged "earth-observation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with earth-observation.
GDAL
Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery…
Awesome Geospatial
Long list of geospatial tools and resources
GDAL
in reasoning guidance and reference resources to give AI agents catalogue discovery, metadata intelligence, and raster/vector processing.
Satellite Mission Compiler
Ground-side mission plan compiler for ORCHIDE-class cloud-native satellite platforms. Validates plans, applies OPA policy guardrails, and renders Argo/Kueue workflow artifacts.
Obsat
Probe a lat/lon and ask 24 public data sources what they know about that place. Zero dependencies, pure ESM. CLI + MCP server.
Nightglass
Air-gapped SAR intelligence assistant. Detects vessels in Sentinel-1 radar imagery, correlates them with AIS in space and time, and drafts cited INTREPs behind a human-review gate…
DrNon Global Satellite Toolkit
Open satellite toolkit — STAC imagery search across NASA/ESA/AWS archives, NDVI/NDWI/NBR spectral indices with real pixel statistics, satellite overpass prediction, 39 verified da…
Gee MCP
MCP server exposing Google Earth Engine as a set of MCP tools. These include: dataset discovery, metadata extraction, analysis primitives, and AI-assisted GEE Python code generati…
Mcp4rs Open Earth
Open Earth remote-sensing MCP server that lets AI agents discover geospatial data and run tools for STAC, Sentinel-2, nightlights, water mapping, spectral indices, and SAR metadat…
Satellite MCP
Full-Spectrum Geospatial Intelligence MCP Server — 171 tools across 27 categories: satellite imagery, aircraft tracking, maritime intelligence, military & defense, space tracking,…
Builtup MCP
On-demand MCP server detecting built-up change from Sentinel-1 SAR + Sentinel-2 optical, validated against Google Open Buildings 2.5D
Eo Rag
Conversational assistant over Earth Observation data: RAG over STAC/EO specs + a LangGraph agent that queries live STAC catalogs, computes spectral indices, and draws the scenes i…
Scigantic MCP
MCP server for the Scigantic catalog of public scientific data archives. Search thousands of datasets and get LLM-ready schema cards without downloading anything.
Emem Gemini Extension
Shared memory for AI agents working together in the real world.
Mcp4rs Media Gallery
Reproducible media-gallery pipeline for MCP4RS: query open remote-sensing sources, record provenance, and render auditable PNG/GIF examples for GitHub, Colab, and Hugging Face.
Satellite Imagery MCP
Find the clearest Sentinel-2, Landsat, Sentinel-1 or NAIP scene for any place, with band links.
Emem Dev
Vortx AI Private Limited is a spatial AI lab based in India that builds and operates emem (emem.dev), an Apache-2.0 protocol and hosted responder providing shared, verifiable memo…