Operator leaderboard measuring users, not models — 20 tools, TUI, signed submit, privacy-first.
Operator leaderboard measuring users, not models — 20 tools, TUI, signed submit, privacy-first.
That's it. sigrank reads your local AI session logs on-device, derives your token cascade (Υ Yield, Leverage, Velocity, 10xDEV), and publishes to signalaf.com. No paste, no transcript content — only the four token counts leave your machine.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| rank_windows | {platform?, window?} |
| get_sigrank_standard_record | {input, output, cache_write?, cache_read?} |
| discover_peers | {codename?} |
| watch_tokenpull | {platform?, interval_s?} |
| submit_verified | {window?, platform?, dry_run?} |
| enroll | {code, device_label?} |
| diagnose_cascade | {text?} |
| simulate_change | {text?, changes} |
| suggest_improvements | {text?} |
| self_improve | {text?} |
{
"mcpServers": {
"sigrank": {
"command": "npx",
"args": [
"-y",
"sigrank"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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