SigRank — Token Efficiency Leaderboard
io.github.SunrisesIllNeverSee/sigrank-mcp
Operator leaderboard measuring users, not models — 20 tools, TUI, signed submit, privacy-first.
Install surfaces
How SigRank — Token Efficiency Leaderboard runs, per the official MCP registry entry.
Governed execution
How KLA gates calls to SigRank — Token Efficiency Leaderboard once it is connected.
A published policy defines which SigRank — Token Efficiency Leaderboard actions an agent may take and under what conditions. Each call passes through a policy gate at the tool-call boundary. Permitted actions execute, with the policy basis recorded. Flagged actions execute and are sampled for scheduled human review. High-stakes actions pause and route to a named reviewer on the Decision Desk. The call, the policy decision, and any approval are sealed as an evidence record.
KLA also governs the agent frameworks and model providers you already run. See integrations.