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MCP server — the yield cascade + live leaderboard as MCP tools any agent can call","maintainers":[{"name":"burnmydays","email":"burnmydays@proton.me"}],"readme":"\n\n```\n ◈ ─────────────────────────────────────────── ◈\n\n ███████ ██ ██████ ██████ █████ ███ ██ ██ ██\n ██ ██ ██ ██ ██ ██ ██ ████ ██ ██ ██\n ███████ ██ ██ ███ ██████ ███████ ██ ██ ██ █████\n ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██\n ███████ ██ ██████ ██ ██ ██ ██ ██ ████ ██ ██\n\n ◈ ─────────────────────────────────────────── ◈\n\n For all builders, burners and 10xers\n signalaf\n\n powered by MO§ES™\n $ npx sigrank-mcp\n\n ▸ press any key ◂\n [P] pause [Enter] enter\n```\n\n# SigRank MCP\n\n**The yield cascade + live leaderboard as MCP tools any agent can call.**\n\nFor all builders, burners and 10xers.\n\n[](https://www.npmjs.com/package/sigrank-mcp)\n[](https://www.npmjs.com/package/sigrank-mcp)\n[](https://github.com/SunrisesIllNeverSee/sigrank-mcp/actions/workflows/ci.yml)\n[](./LICENSE)\n[](https://nodejs.org)\n[](https://signalaf.com)\n\n
\n\n---\n\nToken-only. No auth. No transcript content. Privacy-preserving by design.\n\nDual-mode package: **interactive CLI dashboard** for operators, **MCP stdio server** for AI clients.\n\n```bash\nnpm install -g sigrank-mcp\nsigrank-mcp # launches the full tabbed TUI (TTY detected automatically)\n```\n\nOr one-shot without installing:\n\n```bash\nnpx sigrank-mcp board --once\n```\n\n## Install from GitHub\n\n```bash\ngit clone https://github.com/SunrisesIllNeverSee/sigrank-mcp.git\ncd sigrank-mcp\nnpm install\n\n# Run CLI\nnode index.mjs # TUI (if TTY)\nnode cli.mjs board --once # leaderboard one-shot\n\n# Or link globally for `sigrank-mcp` command\nnpm link\nsigrank-mcp\n```\n\n**Repo:** [`SunrisesIllNeverSee/sigrank-mcp`](https://github.com/SunrisesIllNeverSee/sigrank-mcp)\n**Site:** [signalaf.com](https://signalaf.com)\n**npm:** [sigrank-mcp](https://www.npmjs.com/package/sigrank-mcp)\n\n---\n\n## Commands\n\n```\n⊙ SigRank CLI v0.11.2\n\nDefault (no args)\n sigrank-mcp unified dashboard: cascade + token pillars + board\n\nCommands\n enroll sign in: paste a connect code (get one at signalaf.com → Settings)\n submit publish your verified runs to the board (sign in first)\n board live leaderboard (refreshes every 30s)\n board --window 7d board for a specific window (7d, 30d, 90d, all)\n board --once print once and exit\n me single-platform cascade (claude by default)\n me --platform codex use a different platform adapter\n compare raw pillar audit: tokenpull vs ccusage vs token-dash vs tokscale\n compare --platform codex compare for a specific platform\n tui full tabbed TUI: Dashboard / Trends / Compare / Board / Watch / Connect\n tui --platform codex TUI with a different default platform\n watch live tune meter — re-reads local logs every 30s\n watch --window 7d watch a specific window\n\nOptions\n --window 7d · 30d · 90d · all (default: 30d for board, 7d for watch)\n --platform claude · codex · amp · gemini · opencode · goose · …\n --refresh poll interval in seconds (default: 30)\n --once print once and exit (board only)\n\nFor AI clients (not typeable)\n In a piped/non-TTY context, sigrank-mcp is an MCP stdio server.\n AI clients (Claude, Cursor, …) call its tools automatically — these are\n NOT shell commands. Humans use the commands above.\n\nExamples\n sigrank-mcp # unified dashboard\n sigrank-mcp board # live leaderboard\n sigrank-mcp compare # pillar audit (claude)\n sigrank-mcp compare --platform codex\n sigrank-mcp me --platform codex\n sigrank-mcp watch --window 7d --refresh 60\n sigrank-mcp board --window all --once\n```\n\n### The TUI is the whole app\n\nLaunch it and sign in inside it:\n\n```\nnpx sigrank-mcp\n```\n\nSix tabs. Keys: `1`-`6` or `←` `→` to switch · `R` refresh · `Q` quit.\n\n| Tab | Key | Content |\n|---|---|---|\n| **Dashboard** | `1` | Cascade table (all platforms × windows + combined) · Υ sparklines · token composition bars · mini board |\n| **Trends** | `2` | Every metric across windows — sub-views: You / Platform / Field |\n| **Compare** | `3` | 4-source pillar audit (tokenpull vs ccusage vs token-dash vs tokscale) · delta % · cascade metrics per source · cache read bar chart |\n| **Board** | `4` | Full leaderboard with all fields · `[W]` cycles window (7d/30d/90d/all) |\n| **Watch** | `5` | In-TUI landing panel · `[Enter]` launches the live watcher (big numbers + pillar bars + Υ trend, auto-refreshes 30s) |\n| **Connect** | `6` | Sign in / switch device — paste a connect code from signalaf.com → Settings. Then `[S]` submits. |\n\n### Sign in + submit\n\n```bash\nsigrank-mcp enroll # sign in: paste a connect code (get one at signalaf.com → Settings)\nsigrank-mcp submit # publish your verified runs to the board (sign in first)\n```\n\nOr do it inside the TUI on the **Connect** tab (`6`), then press `[S]` to submit.\n\n---\n\n## MCP Server mode\n\nWhen stdout is not a TTY (i.e. piped to an AI client), `sigrank-mcp` starts an MCP stdio server automatically. AI clients (Claude Code, Cursor, Windsurf, etc.) use this path.\n\nAdd to `.mcp.json` or equivalent:\n```json\n{\n \"mcpServers\": {\n \"sigrank\": {\n \"command\": \"npx\",\n \"args\": [\"-y\", \"sigrank-mcp\"]\n }\n }\n}\n```\nOr if installed globally:\n```json\n{\n \"mcpServers\": {\n \"sigrank\": {\n \"command\": \"sigrank-mcp\"\n }\n }\n}\n```\n\n### MCP Tools\n\n| Tool | Args | What |\n|---|---|---|\n| `rank_paste(text)` | `{input, output, cacheCreate, cacheRead}` JSON or 4 whitespace-delimited numbers | Scores token pillars → Υ Yield / SNR / Leverage / Velocity / 10xDEV / Class + prose narration card |\n| `get_leaderboard()` | `{window?}` | Live board from signalaf.com — sorted by Υ Yield |\n| `get_operator(codename)` | `{codename}` | One operator's live profile |\n| `submit_paste(text, codename)` | `{text, codename?}` | Rank locally then POST to board. Omit codename for preview-only |\n| `tokenpull(platform?)` | `{platform?}` | On-device local reader: scans local logs → 4-window cascade. Zero paste, token-only |\n| `tokenpull_submit(codename, window?)` | `{codename?, window?}` | `tokenpull` → publish to board. Omit codename for preview |\n| `tokenpull_compare(platform?)` | `{platform?}` | All four sources side-by-side: tokenpull + ccusage + token-dash + tokscale. Returns pillars, cascade metrics, and delta % vs tokenpull per window |\n| `rank_windows` | `{platform?, window?}` | Multi-window cascade from local logs |\n| `watch_tokenpull` | `{platform?, interval_s?}` | Streaming cascade snapshots |\n\n---\n\n## Cascade math\n\n```\nΥ Yield = (cache_read × output) / input²\nSNR = output / (input + output)\nLeverage = cache_read / input\nVelocity = output / input\n10xDEV = log₁₀(leverage)\n```\n\nMath is in `cascade.mjs`, dependency-free. Mirrors `sigrank-app/lib/ingest/bridge.ts`.\nCanon check: `MO§ES (1251211, 11296121, 128196310, 2555179769) → Υ 18436.98`.\n\n---\n\n## Token Pillars — sources\n\nThe dashboard pulls from multiple sources and shows them side-by-side for verification:\n\n| Source | What | Platform |\n|---|---|---|\n| `tokenpull` | On-device JSONL scanner (canon source) | claude, codex, amp, … |\n| `ccusage` | `ccusage daily --json` CLI | claude, codex |\n| `token-dashboard` | `~/.claude/token-dashboard.db` SQLite | claude only |\n| `tokscale` | `~/tokscale_report.json` export | claude, codex |\n\n**Codex input is estimated** — Codex logs don't expose true input tokens directly. The formula:\n```\ninput = output × ioRatio (ioRatio derived from Claude ratio, else 2.0)\ncacheCreate = uncached − input (uncached = input_tokens − cached_input_tokens)\ncacheRead = exact (from logs)\n```\nVerifier numbers (ccusage/tokscale for codex) show **raw uncached input** (`input_tokens − cached`) — a different field than the estimated input above. The discrepancy is expected and explained inline in the dashboard.\n\n---\n\n## Platform adapters\n\nAll adapters are token-only (no message content, no cost fields, no credentials).\n\n| Platform | Path | Notes |\n|---|---|---|\n| Claude Code | ✅ `~/.claude/projects` | Native; dedup by `(session_id, message_id)`; subagents included |\n| Codex | ✅ `~/.codex/sessions` | Estimated input via `io_ratio`; verified vs ccusage |\n| Amp | ✅ `~/.local/share/amp/threads` | Full 4-pillar; per-message |\n| Kimi | ✅ `~/.kimi/sessions` | Full 4-pillar; `StatusUpdate` lines only |\n| pi-agent | ✅ `~/.pi/agent/sessions` | Full 4-pillar; per-message JSONL |\n| OpenClaw | ✅ `~/.openclaw` | Full 4-pillar; per-message JSONL |\n| Droid | ✅ `~/.factory/sessions/*.settings.json` | Full 4-pillar; thinking→output |\n| Codebuff | ✅ `~/.config/manicode` | Full 4-pillar; `chat-messages.json` |\n| Hermes | ✅ `~/.hermes/state.db` | Full 4-pillar; SQLite; reasoning→output |\n| Kilo | ✅ `~/.local/share/kilo/kilo.db` | Full 4-pillar; SQLite |\n| Qwen | ✅ `~/.qwen/projects` | `cacheCreate=0` estimated; thought→output |\n| Goose | ✅ `~/.local/share/goose/sessions/sessions.db` | `cacheCreate=cacheRead=0` estimated; SQLite |\n| Gemini CLI | ✅ `~/.gemini/tmp` | `cacheCreate=0` estimated; cache extracted from input field |\n| GitHub Copilot CLI | ✅ `~/.copilot/otel` | OTel JSONL; requires `COPILOT_OTEL_ENABLED=true` |\n| OpenCode | ⚠️ `~/.local/share/opencode` | Raw token counts not persisted in log format |\n| Cursor | 🔜 | Chat log path TBD |\n| Windsurf | 🔜 | Session logs at `~/.codeium/windsurf/` |\n\n`estimated=true` means one or more pillars are derived, not native. The server re-scores all submitted pillars authoritatively; local preview Υ is indicative only.\n\n---\n\n## Privacy\n\n- **Token-only, always.** No message content is ever read, logged, or transmitted — only token counts (`input`, `output`, `cache_creation`, `cache_read`), message IDs, and timestamps.\n- **Local by default.** `tokenpull` reads only `~/.claude/projects` (Claude) or `~/.codex` (Codex) on your device. Numbers stay on your machine unless you explicitly submit with a codename.\n- **Background tooling excluded.** Memory plugins, observers, summarizers (e.g. `claude-mem`, `mem0`, `observer-sessions`) are filtered from both Claude and Codex reads. `subagents/` are kept — they represent real operator work.\n- **No auth required.** All board reads and the submit path are anonymous.\n\n---\n\n## Env vars\n\n| Var | Default | Description |\n|---|---|---|\n| `SIGRANK_API_BASE` | `https://signalaf.com` | Override the board host |\n| `SIGRANK_FETCH_TIMEOUT_MS` | `10000` | Board API fetch timeout |\n\n---\n\n## Dev / test\n\n```bash\nnode test.mjs # 29 unit tests (no network, no fs writes)\nnode index.mjs # stdio MCP server directly (pipe to MCP client)\n```\n\nTests verify (29 assertions):\n- `rank_paste` canon: MO§ES `(1251211, 11296121, 128196310, 2555179769)` → Υ 18436.98 · TRANSMITTER\n- `submit_paste` preview (no codename) + POST shape (injected fetch, no live writes)\n- `tokenpull` dedup, window slicing, 4-window pillars (mock adapter)\n- `tokenpull_submit` all 4 windows POST, sha256 hash, ddmmyy stamp\n- `tokenpullCodex` io_ratio conversion per-window\n- Adapter registry (15 platforms) + per-adapter shape contracts\n- `rank_windows` 4-window paste scoring, partial input, no-network\n- `watch_tokenpull` cascade snapshot, interval_s, TODO(AUTH.WIRE) stub\n- Hardening: div-by-zero guards, parsePillars warnings, fetch timeout, EXCLUDE_TOOLING regex, narrate safety\n\n---\n\n## File map\n\n| File | Responsibility |\n|---|---|\n| `index.mjs` | Entry point — TTY detection, routes to CLI or MCP server |\n| `cli.mjs` | CLI commands: board, me, compare, watch, enroll, submit, help |\n| `tui.mjs` | Full tabbed TUI: Dashboard / Trends / Compare / Board / Watch / Connect |\n| `cascade.mjs` | Pure cascade math (Υ, SNR, leverage, velocity, 10xDEV, class) |\n| `tokenpull.mjs` | On-device log scanner — Claude, Codex, multi-platform |\n| `adapters.mjs` | Platform adapter registry (15+ platforms) |\n| `tools.mjs` | MCP tool table + dispatcher |\n| `connect.mjs` | Connect-code enrollment + device identity |\n| `keystore.mjs` | Local key management (paste-keys, not API keys) |\n| `submit.mjs` | Verified submit flow (signs + POSTs to board) |\n| `sign.mjs` | Schema 1.0 signing (X-Agent-Signature) |\n| `narrate.mjs` | Deterministic prose narration card |\n| `test.mjs` | Unit tests (no external deps) |\n","readmeFilename":"README.md"}