Mcp Perception
Connect your agent to geospatial perception—satellite imagery, embeddings, weather, and GNS governance—over remote MCP.
Overview
Geiant MCP Perception is a MCP server for the Build phase that delivers geospatial AI including satellite imagery, embeddings, weather, and GNS governance over HTTP.
What is this MCP server?
- Geospatial AI: satellite imagery, embeddings, and weather data via MCP
- GNS governance hooks alongside perception tooling
- Remote streamable-http endpoint on Railway v0.3.3
- From GNS-Foundation geiant packages/mcp-perception
- Package version 0.3.3 in geiant monorepo packages/mcp-perception
- 4 capability themes named: satellite imagery, embeddings, weather, GNS governance
- 1 production streamable-http MCP remote URL on Railway
What problem does it solve?
Location-aware solo projects stall because wiring satellite, weather, and embedding APIs into agent workflows takes custom integration work.
Who is it for?
Indie builders creating mapping, climate, logistics, or analytics products that need satellite and weather data from the IDE agent.
Skip if: Apps with no geospatial requirement, or teams that need full offline GIS desktop workflows only.
What do I get? / Deliverables
After adding the remote MCP URL, your agent can call Geiant perception and governance tools while you build geospatial features.
- Remote MCP connection to geospatial perception services
- Agent-callable imagery, embedding, and weather tooling
- GNS governance-aware geospatial queries in dev workflows
Recommended MCP Servers
Journey fit
Geospatial and perception data layers are integrated while building data-rich or location-aware products. Integrations fits a hosted streamable-http MCP that pulls external imagery, weather, and embedding services into the agent.
How it compares
Geospatial data MCP integration, not a charting skill or generic web search plugin.
Common Questions / FAQ
Who is Geiant MCP Perception for?
Developers building location-aware or earth-observation features who want MCP access to imagery, embeddings, and weather from coding agents.
When should I use Geiant MCP Perception?
Use it during Build integrations when prototypes need satellite, embedding, or weather signals plus GNS governance in one remote MCP surface.
How do I add Geiant MCP Perception to my agent?
Configure your MCP client with the streamable-http remote URL https://packagesmcp-perception-production.up.railway.app/mcp and follow your host’s remote auth pattern.