MCP Perception is answering right now. Last checked 8 min ago. It exposes 8 tools. Last commit 5 Sep 2026.
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
We read the source, 8 h ago · tools taken from the live server · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
result_arr = eval(p['formula'], {'__builtins__': {}, 'np': np}, band_data).astype(np.float32)
return os.path.join(TMP_DIR, f'{uuid.uuid4()}.{ext}')
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.
claude mcp add mcp-perception --transport http https://packagesmcp-perception-production.up.railway.app/mcp
{
"mcpServers": {
"mcp-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}
[mcp_servers.mcp-perception]
url = "https://packagesmcp-perception-production.up.railway.app/mcp"
{
"mcpServers": {
"mcp-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}
{
"mcpServers": {
"mcp-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
gns_get_compliance_report
gns_get_trust_score
gns_roll_epoch
gns_verify_chain
perception_classify
perception_embed
perception_fetch_tile
perception_weather
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://packagesmcp-perception-production.up.railway.app/mcp | streamable-http | answering | 278 ms | 8 min ago |
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Answers built from our own checks of this server.