get_politician_scorecard

shallow

ai.signal8/mcp · Verify this server

Top 5 and bottom 5 politicians (Congress + executive-branch officials) by ESTIMATED trading P&L over a trailing window (default and only supported window: 90 days), plus SPY's return over the same window as a benchmark, and imageUrl — a ready-to-attach 2160x2700 PNG card of the same ranking (null when unavailable; card.reason says why). ALL P&L FIGURES ARE ESTIMATES (estimate: true, estimateRange "±25–40%"): disclosed amount RANGES are converted to shares at the historical close, FIFO-matched, and open positions marked to the latest quote. State that they are estimates whenever you publish them; the card already prints "Estimates from disclosed amount ranges (±25–40%). Not investment advice." WHAT THE METRIC IS (read `metric`): P&L on trades DISCLOSED INSIDE the window only — realized on round trips opened and closed in the window plus unrealized on positions opened in the window. It is NOT lifetime P&L; sales of positions bought before the window are not counted. Eligibility: at least 5 trades in the window (eligibility.minTradesInWindow), so a single lucky trade cannot top the board. Each row: slug, fullTitle ("Senator", "Representative", or an executive official's filed title), fullName, displayName, party and state as full words, estimatedPnl, winRate (0-1; null = no position closed in the window — not measured, never 0%), tradesInWindow, unrealizedMeasured, and portraitUrl (always null for executive officials). Use the full title and full party/state words — never "Sen." or "D-CA". benchmark.available false means SPY was NOT measured (benchmark.reason) — never 0%. available false with reason "pending" means the window has not been computed yet, not that nobody traded.

100.0/100

1 trials · measured today

get_politician_scorecard scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.signal8/mcp, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: get_politician_scorecard
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get_politician_scorecard — Vouch