Geospatial AI MCP server β satellite imagery, embeddings, weather, GNS governance
unavailable β hosted endpoints arenβt versioned
Streamable HTTP
https://packagesmcp-perception-production.up.railway.app/mcp
Pick your client β the config below is generated for this server (hosted endpoint). Copy respects the βPin versionβ switch above.
Remote (hosted) endpoint
https://packagesmcp-perception-production.up.railway.app/mcp
Claude Desktop: Settings β Connectors β Add custom connector, paste this URL.
Format verified against the official Claude Desktop docs β.
terminal
claude mcp add --transport http mcp-perception https://packagesmcp-perception-production.up.railway.app/mcp
Format verified against the official Claude Code docs β.
.cursor/mcp.json (hosted endpoint)
{
"mcpServers": {
"mcp-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Format verified against the official Cursor docs β.
.vscode/mcp.json (hosted endpoint)
{
"servers": {
"mcp-perception": {
"type": "http",
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Format verified against the official VS Code docs β.
mcp_config.json (hosted endpoint)
{
"mcpServers": {
"mcp-perception": {
"serverUrl": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Format verified against the official Windsurf docs β.
ζθΏζ΄ζ°δΊ 54 倩ε
π GEIANT Geo Identity Agent Navigation & Tasking The first AI orchestrator that knows where it is. What is GEIANT? GEIANT is a geospatial AI agent orchestration runtime built on the GNS Protocol. It is a direct competitor to LangChain, CrewAI, and AutoGen β with one structural difference: every ageβ¦
Summary from the project README β github.com/GNS-Foundation/geiant
Distributed as Streamable HTTP, listed under Maps & Location. Review our MCP security guide before granting access to real data.
π GEIANT Geo Identity Agent Navigation & Tasking The first AI orchestrator that knows where it is. What is GEIANT? GEIANT is a geospatial AI agent orchestration runtime built on the GNS Protocol. It is a direct competitor to LangChain, CrewAI, and AutoGen β with one structural difference: every age
Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its MCP settings and restart the client.
The MCP server itself is free to install. The source is public on https://github.com/GNS-Foundation/geiant. Any third-party service it calls may require its own API key and account.
Any MCP-compatible client can use it, including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and custom agents.
Publish this server? Link back with a badge on your README or site β copy either snippet.
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