Orion / for AI agents

Celestia network intelligence,
readable by your agent

Orion watches Celestia mainnet and writes a daily machine-generated brief: anomaly signals, verdicts and metrics, every figure linked to its on-chain source. This page connects your AI agent to that analysis in one paste.

MCP endpoint  https://orionlabsone.cc/mcp

Connect your client

Hosted endpoint, no install, no keys — the server is strictly read-only.

Claude Code one command

claude mcp add --transport http orion https://orionlabsone.cc/mcp

Cursor .cursor/mcp.json

{
  "mcpServers": {
    "orion": { "url": "https://orionlabsone.cc/mcp" }
  }
}

VS Code .vscode/mcp.json

{
  "servers": {
    "orion": { "type": "http", "url": "https://orionlabsone.cc/mcp" }
  }
}

Claude Desktop · Codex · Windsurf · Cline · any stdio client via mcp-remote bridge

{
  "mcpServers": {
    "orion": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://orionlabsone.cc/mcp"]
    }
  }
}

Or clone the kit commands, docs and examples included

git clone https://github.com/orioninfra/orion-agent-kit
cd orion-agent-kit && npm install && claude

What the agent gets

Six analysis tools that return read verdicts rather than raw chain dumps, and every number keeps a provenance link.

ToolQuestion it answers
get_daily_briefWhat's happening on Celestia today?
get_signalsAny anomalies — today or on a given date?
get_network_stateHeight, DA volume, validators, staking ratios, Nakamoto coefficient, TIA price
list_reportsWhat's in the daily archive?
get_reportFull report for one date
search_reportsWhen did the archive last mention "eclipse" or "block time"?

Ask it things like

“Any anomalies on Celestia today? Cite sources.”
“How concentrated is the validator set — what does the Nakamoto coefficient look like?”
“Compare today's network state with last Monday's report.”
“When did Orion last flag block-time drift?”

REST, without MCP

The same data as plain JSON — with an OpenAPI 3.1 spec ready for function calling.

EndpointReturns
GET /api/latesttoday's full report
GET /api/reportsarchive index
GET /api/reports/{date}report for a date
GET /api/rssthe daily brief as RSS
Where this fits. Knowledge hubs answer “what is CIP-21?”. Raw-data kits list blobs and build transactions. Orion is an analysis layer: “what is happening right now, and is it normal?” The three compose well in one agent.