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用于提交并查看用户级别 Token 效率排行的隐私优先榜单工具。
将自然语言问题路由到 SigRank 排行榜并返回排名、百分位与变化指标
让智能体访问 SigRank 排行榜并进行仅令牌排名查询与提交
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
Contribution Exchange MCP: domain discovery, policies, preflight, proposals, and signals.
SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.