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MCP servers tagged remote-sensing
19 live MCP servers tagged "remote-sensing", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with remote-sensing.
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.
Geeflow
MCP server that lets Claude run Google Earth Engine
Geeflow
MCP server that lets Claude run Google Earth Engine
RSMeM
[ACL 2026] RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation
Vana
An open ecology operating system for India. Multi-pillar (soil + vegetation + wildlife + freshwater + restoration), agent-native (MCP), data-honest. Apache-2.0.
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…
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…
Cspt Research
Analyze Client-Side Path Traversal vulnerabilities in frontend frameworks with proof-of-concept labs and detection tools.
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
HyperAgent
Autonomous multi-agent framework for hyperspectral image classification research.
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.
Methanewatch Agent
Autonomous agent monitoring public satellite methane detections, matching them to operators and emitting sourced alerts. LangGraph + MCP + RAG, with measured evaluation.
Geod Agent
Open-source AI GIS desktop agent: conversational data downloads, local processing, 2D/3D maps, Skills and MCP.
Grass MCP
Model Context Protocol (MCP) server for GRASS: geospatial raster, vector, and imagery processing