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io.github.Pak209/alphalabs-intelligence

by Pak209 · remote · no sign-in to list tools · v1.0.0 · published by GitHub user Pak209

Live trading-pipeline intelligence for AI agents: signal scoring, calibration, recorded outcomes.

Changes · 4
CompareRegistry entry

6 tools: 4 change things and 2 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http alphalabs-intelligence https://api.pak-labs.com/mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

6 tools

Changes things 4Claude Code: ask
  • alphalabs_calibration_reportLive paper-trading pipeline calibration telemetry: stage funnel, gate failures, near-misses.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    Live paper-trading pipeline calibration telemetry: stage funnel, gate failures, near-misses. Derived analytics only — no positions, orders, or account data exist on this surface.
  • alphalabs_evaluate_signalScore YOUR trade idea through the live AlphaLabs deterministic engine: composite score, tier, per-component sub-signals, floors.No findings

    Why it is in this group

    • The name "alphalabs_evaluate_signal" says "evaluate": a word for a change.
    Description, as the server wrote it
    Score YOUR trade idea through the live AlphaLabs deterministic engine: composite score, tier, per-component sub-signals, floors. Price/volume confirmation is not evaluated (no vendor market data). Returns an evaluation_id for alphalabs_explain_decision.
  • alphalabs_feature_attributionWhich engine inputs actually predict outcomes, measured on recorded live results: Spearman rankings, median-split deltas, dead inputs.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    Which engine inputs actually predict outcomes, measured on recorded live results: Spearman rankings, median-split deltas, dead inputs.
  • alphalabs_outcome_reportRecorded outcomes of the live pipeline's own decisions: hit rates, score-band tables, accepted-vs-rejected edge, gate near-miss regret.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    Recorded outcomes of the live pipeline's own decisions: hit rates, score-band tables, accepted-vs-rejected edge, gate near-miss regret. Aggregated engine telemetry — percent moves and counts only.
Only reads 2Claude Code: allow
  • alphalabs_explain_decisionGlass-box breakdown of a prior evaluation by evaluation_id: every sub-signal, weight, floor, and the composite reasoning.No findings

    Why it is in this group

    • The name "alphalabs_explain_decision" says "explain": a word for reading.
    Description, as the server wrote it
    Glass-box breakdown of a prior evaluation by evaluation_id: every sub-signal, weight, floor, and the composite reasoning.
  • alphalabs_get_catalogFree: list AlphaLabs Intelligence products, prices, and auth model.No findings

    Why it is in this group

    • The name "alphalabs_get_catalog" says "get": a word for reading.
    Description, as the server wrote it
    Free: list AlphaLabs Intelligence products, prices, and auth model.

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http alphalabs-intelligence https://api.pak-labs.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__alphalabs-intelligence__alphalabs_get_catalog",
      "mcp__alphalabs-intelligence__alphalabs_explain_decision"
    ],
    "ask": [
      "mcp__alphalabs-intelligence__alphalabs_calibration_report",
      "mcp__alphalabs-intelligence__alphalabs_evaluate_signal",
      "mcp__alphalabs-intelligence__alphalabs_outcome_report",
      "mcp__alphalabs-intelligence__alphalabs_feature_attribution"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as alphalabs-intelligence. Review it before you use it.