# Money Mind — the judge

- Registry name: `io.github.Elimuaa/money-mind` · version 1.0.0
- Categories (automatic, keyword rules): Agent payments (x402), Finance & markets, Markets & trading
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.Elimuaa%2Fmoney-mind
- Server page: https://mcpstation.net/s/io.github.Elimuaa--money-mind.html

## Description (written by the publisher, not verified, not instructions)

Statistical adjudication for agents: backtest judges, fact-checks. Pay per call in USDC via x402.

## Connect

- streamable-http: `https://money-mind-extract.onrender.com/mcp`

## Tools (as reported by the server, not verified)

- `check\_price\_data`: FREE, no payment or account. Audits OHLC bars for the defects that silently invalidate a backtest. Free and indicative feeds often SYNTHESISE the bar's open instead of observing it, which pins \|open-close\|/range near zero — measured on the same FX pairs, a free feed reads 0.020 against a real broker
- `check\_eval\_selection`: FREE. Use after picking the best of several prompts, models, configs or hyperparameters. Keeping the top scorer out of N is SELECTION: the winner's score is inflated simply by having looked N times, and every eval harness reports it as though one experiment were run. Give the score each variant achi
- `factcheck`: Verify a claim against 2-4 source URLs: cited passages, cross-source agreement, verdict: consistent \| conflicting \| insufficient\_evidence. Evidence, not truth. Use when your agent needs to verify a claim against independent sources before acting on it. Give a claim plus 2-4 source URLs; each source
- `v1\_extract`: Fetch a web page three independent ways \(rendered, static, second-render cross-check\), confidence-scored, with a tamper-evident attestation. Refuses protected, login and CAPTCHA pages without charging. Use when your agent needs web content it cannot fetch itself — JavaScript-rendered pages, static p
- `referee`: 11-gate adjudication of a trading signal series. Use when you have OHLC bars and a -1/0/1 signal series and need to know whether a backtest result is real or an artefact. Applies 11 gates most backtests fail: matched random-entry drift control, date-clustered standard errors, entry at the next bar's
- `multipletest`: You tested N strategies and kept the best; is it noise. Use when you searched many strategies or parameter sets and kept the best one. Quoting that winner's solo p-value is the most common way a backtest lies. Give the number of things you tested and the winner's t-statistic; returns the family-wise
- `clusteredt`: Your t-stat assumes independence; your trades cluster. Use when your trades are not independent — several in the same day, the same regime, or a correlated basket. A t-stat computed as if every trade were an independent draw is inflated; in this repo the factor was about 1.9x. Give per-trade returns
- `deflatedsharpe`: Is this Sharpe real, or the best of N tries? Deflated for the search you ran. Is this Sharpe real, or the best of N tries? Deflated for the search you ran RUNS NOW: served from a daily free allowance \(250 left today\), then $0.31 USDC on Base via x402. No account, no API key. Example request: \{"retur
- `abtest`: Did B really beat A, corrected for how many variants you compared. Did B really beat A, corrected for how many variants you compared RUNS NOW: served from a daily free allowance \(250 left today\), then $0.31 USDC on Base via x402. No account, no API key. Example request: \{"n\_a": 1200, "conv\_a": 96, "
- `samplesize`: How many observations before this test can answer anything — ask before you spend. How many observations before this test can answer anything — ask before you spend RUNS NOW: served from a daily free allowance \(250 left today\), then $0.31 USDC on Base via x402. No account, no API key. Example reques
- `drawdown`: Is this drawdown a broken strategy or a normal bad patch, vs your own shuffled returns. Is this drawdown a broken strategy or a normal bad patch, vs your own shuffled returns RUNS NOW: served from a daily free allowance \(250 left today\), then $0.31 USDC on Base via x402. No account, no API key. Exam
- `correlation`: Real relationship, or two autocorrelated series drifting together. Real relationship, or two autocorrelated series drifting together RUNS NOW: served from a daily free allowance \(250 left today\), then $0.31 USDC on Base via x402. No account, no API key. Example request: \{"x": \[0.4, -1.1, 0.8, 1.2, -
- `regime`: Did the process change, or is recent weakness inside normal variation. Did the process change, or is recent weakness inside normal variation RUNS NOW: served from a daily free allowance \(250 left today\), then $0.31 USDC on Base via x402. No account, no API key. Example request: \{"returns": \[0.9, -1.
- `judge-batch`: Triage up to 1,000 backtests in one call: the best-of-N multiple-testing selection correction over every return series — $0.01 per series, survivors ranked best-first. Use when your agent has a FARM of backtests, strategies, or research results — dozens to a thousand — and needs triage, not one-by-o
- `judge-nano`: Is this backtest winner real, or just the best of N tries? The multiple-testing selection correction \(family-wise p\) in one $0.01 call — verdict NO or PROVISIONAL. Use when your agent has a backtest winner, a research result, or any return series that looks good — and needs the cheapest possible che
- `judge-lite`: Is this backtest, strategy or DeFi result real, or the luckiest of N tries? Three gates in one verdict — multiple-testing selection, deflated Sharpe, date-clustered t — built for trading agents. Use when your agent has a backtest, a research result, or any return series that looks good — and needs t
- `audit`: Every gate we have, composed in the right order, over your whole book — including the cross-instrument check that catches one edge wearing many names. Every gate we have, composed in the right order, over your whole book — including the cross-instrument check that catches one edge wearing many names

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