Live trading-pipeline intelligence for AI agents: signal scoring, calibration, recorded outcomes.
| Endpoint | https://api.pak-labs.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 6 tools · grade A (96) · pin ts_8f03f3ba4d6e520ba8bf471c1bb69b3c · protocol 2025-06-18 |
| First / last listed | 2026-11-10 01:22 UTC / 2026-11-10 01:22 UTC |
| Grade over time | 2026-11-10: A (96), 6 tools |
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Tools: alphalabs_get_catalog alphalabs_calibration_report alphalabs_evaluate_signal alphalabs_outcome_report alphalabs_feature_attribution alphalabs_explain_decision
alphalabs_get_catalog | Free: list AlphaLabs Intelligence products, prices, and auth model. params: none |
alphalabs_calibration_report | 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. params: none |
alphalabs_evaluate_signal | 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. params: ticker*, bias*, confidence, catalyst, thesis, catalyst_type, catalyst_score |
alphalabs_outcome_report | 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. params: none |
alphalabs_feature_attribution | Which engine inputs actually predict outcomes, measured on recorded live results: Spearman rankings, median-split deltas, dead inputs. params: none |
alphalabs_explain_decision | Glass-box breakdown of a prior evaluation by evaluation_id: every sub-signal, weight, floor, and the composite reasoning. params: evaluation_id* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.