Raster tools
Inspect pixels, clip areas, calculate zonal statistics and work with elevation, soil and surface layers.
Remote MCP · Streamable HTTP · API key
Give your AI agent
geospatial tools.
LGM MCP exposes raster, vector, catalog and orchestrated research capabilities through one authenticated remote connection.
Connect
From Platform
to your agent.
The endpoint and scoped credentials are issued in LGM Platform. The examples below deliberately use placeholders instead of publishing a private service URL.
Codex configurationReplace both placeholders with values from LGM Platform
{
"mcpServers": {
"lgm": {
"type": "streamable-http",
"url": "<YOUR_LGM_MCP_URL>",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}Tool surface
One connection.
Four capability groups.
An MCP client can discover tools and let the model choose the operations required for the task.
Vector tools
Search, filter, intersect, buffer and rank points, lines and polygons.
GeoRAG & Orchestrator
Break a decision into research steps, select tools and ground the answer in retrieved evidence.
Catalog discovery
Use STAC and connected statistical sources such as Data360 to discover assets and contextual indicators.
Agent workflow
Discover
The client reads the available LGM tool descriptions.
Plan
The model decomposes a question into data and spatial operations.
Execute
LGM calls raster, vector, RAG and catalog services under one key.
Return
The agent receives structured results, sources and usage metadata.
What agents can do
Research workflows,
not isolated lookups.
The strongest MCP use cases require several data sources and spatial operations before an answer is useful.
Agentic site selection
Let an agent compare demand, access, competitors and constraints before returning candidate geometries.
Get a connection ↗Territory due diligence
Collect the layers and indicators behind an investment or development question.
Get a connection ↗Recurring monitoring
Combine catalogs, imagery and spatial tools in a repeatable workflow.
Get a connection ↗Authentication & metering
One key.
Visible consumption.
Scoped API keys authorize MCP tools. Requests, tokens and compute can be attributed to the key, aggregated for a billing period and controlled with client limits and budgets.
- Bearer authorization
- Request, token and compute metering
- Per-key attribution and revocation
- Usage summaries for billing workflows
Client support
Remote MCP
where your agent works.
Codex, Claude and CursorConfiguration available
Other Streamable HTTP clientsCompatible pattern
ChatGPT custom connectorDistribution roadmap
Official MCP Registry listingDistribution roadmap
Remote MCP Server