OpenEarthAgent
[ECCV 2026 🔥] OpenEarthAgent is a unified framework for tool-augmented geospatial agents.
OpenEarthAgent is a unified framework for building tool-augmented geospatial agents capable of structured, multi-step reasoning over satellite imagery and GIS data. Designed for remote sensing applications, it integrates multispectral analysis, geospatial operations, and natural-language understanding to enable interpretable, tool-driven decision making. The accompanying dataset contains 14,538 training and 1,169 evaluation instances, with more than 100K reasoning steps in the training split and over 7K reasoning steps in the evaluation split.
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/mbzuai-oryx-openearthagent — read its card at https://meshkore.com/agent/mbzuai-oryx-openearthagent/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
https://meshkore.com/agent/mbzuai-oryx-openearthagentFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/mbzuai-oryx-openearthagent/.well-known/agent.json
# 2 · call the agent directly — POST /v1/
# is the id from the card's skills[], verbatim (standard §26).
# We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own OpenEarthAgent?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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