Connect-MCP

Money Mind — the judge

io.github.Elimuaa/money-mind · v1.0.0

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

MCPremoteno credentialsFinanceResearch & education

Reported outcomes

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 17 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 17 tools · 17 read, 0 write · Finance, Research & education

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://money-mind-extract.onrender.com/mcp

Tools

17 tools listed at last check
  • 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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