Geiant Perception
Rank #87,626pulsemcp/geiant-perception
Geospatial AI MCP server for satellite tile processing, Earth observation model inference, and spatial embeddings.
Geiant Perception is a Model Context Protocol (MCP) server published by GNS-Foundation. It ranks #87,626 of 115,591 servers tracked on MCP Toplist. Geiant Perception is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 7, 2026.
Ranks ahead of 27,965 of 115,591 servers on MCP Toplist.
Use Geiant Perception
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add --transport http geiant-perception https://packagesmcp-perception-production.up.railway.app/mcp[mcp_servers.geiant-perception]
url = "https://packagesmcp-perception-production.up.railway.app/mcp"Add to ~/.codex/config.toml.
https://packagesmcp-perception-production.up.railway.app/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"geiant-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"geiant-perception": {
"type": "http",
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"geiant-perception": {
"serverUrl": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"geiant-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/pulsemcp%2Fgeiant-perception)<a href="https://mcptoplist.com/server/pulsemcp%2Fgeiant-perception"><img src="https://mcptoplist.com/badge/pulsemcp%2Fgeiant-perception.svg" alt="MCP Toplist: #87,626 of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
GNS-Foundation
Other servers by GNS-Foundation
View all GNS-Foundation servers →Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains Geiant Perception?
- Geiant Perception is maintained by GNS-Foundation, which publishes 6 MCP servers (6 total versions) tracked on MCP Toplist.
- Is Geiant Perception listed on the Official MCP Registry?
- Geiant Perception is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Geiant Perception have?
- Geiant Perception ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Geiant Perception?
- The source code for Geiant Perception is hosted at github.com/gns-foundation/geiant/tree/HEAD/packages/mcp-perception.