Invite-only · US stocks

Stock research that keeps score.

MFA collects prices and fundamentals for about 4,000 US stocks every night. When you ask, Claude reads the facts and gives you a verdict. Every verdict is recorded and later graded against what the price actually did.

How a call lives

Every verdict is recorded, then graded

Illustration, not market data.

Call ledgerGraded
targetstopno data
Verdict
Target
Stop
Horizon
  • Works inside Claude
  • Alerts on Telegram
  • About 4,000 US stocks
  • SEC EDGAR filings
  • Every call graded
  • Invite-only
How it works

From raw facts to a graded call

Each step does one job, and AI only does the parts code cannot. The numbers come from stored facts; the opinion comes last and is checked afterwards.

See how it works
  1. Facts

    Collected every night

    Daily prices, fundamentals and analyst estimates for about 4,000 US stocks. News and SEC EDGAR filings, with their text, for the stocks members hold or watch and for any stock you ask about.

  2. Cards

    Code, no AI

    A technical card and a fundamentals card for every name: trend, relative strength, market regime, price levels, valuation and growth.

  3. Reading

    Small models, checked by code

    News, filings and earnings are read into structured reports. A figure a report quotes must appear in the source it cites, or it is dropped.

  4. Judgment

    Claude, when you ask

    Ask about a stock in Claude. It refreshes the data, reads the dossier and gives you a verdict with the evidence, the case against it and what would change its mind.

  5. Alerts

    Written by code

    Stops, targets, price and indicator alarms, material filings and unusual moves are sent to your Telegram when they trigger.

  6. Grading

    Every night

    Each recorded call is graded against what the price did next, so you and Claude can see which kinds of call have held up before leaning on one.

The evidence

We tested 19 popular entry setups. None passed.

So MFA does not sell chart signals. Indicators are shown as context, and you can still set alarms on them, but they are not treated as reasons to buy.

The backtest

19setups tested
0passed
5years, about 4,000 US stocks

Each setup was backtested over five years on about 4,000 US stocks, against random entries on the same days, after costs, with pass marks fixed before the test ran. None of them cleared the bar. The same test found that a fixed 5% stop was hit first in about two trades out of three.

  • Breakouts
  • 52-week highs
  • Minervini template
  • Squeeze
  • Supertrend
  • MACD
  • Golden cross
  • Ichimoku
  • Stage 2
  • Power gap
  • Earnings gap
  • RSI(2)
Membership

What a member uses

Claude does the thinking, Telegram carries the alerts and the dashboard holds the book.

Claude, with the MFA plugin

Ask in plain words: analyse a stock, review your portfolio, size a trade, set a stop. Positions, fills, your watchlist and alerts are kept here too, and every verdict is recorded.

  • Refreshes the data before it answers
  • States the case against and what would change its mind
  • Records the verdict so it can be graded

Telegram

Alerts as they fire, a short note on weekday afternoons and a scorecard on Mondays. Both digests stay silent when there is nothing to say. The bot only sends; it does not chat.

The dashboard

The monthly strategy list, your portfolio, alerts, watchlist and settings, on the web.

Trading, if enabled

Members who are switched on for it can place orders on their own Binance account with their own API key. Every order needs your yes and a code sent to your Telegram, and is capped per order and per day.

Optional. MFA never trades without you.
Ground rules

Rules MFA keeps

  • Missing data says missing

    A P/E for a company with no earnings reads not available, never a guess, an average or a zero.

  • No number without a source

    Every figure comes from a stored fact with its date. Stale prices carry their age.

  • Opinions come with a way to be wrong

    A verdict states its evidence, the strongest case against it and the specific thing that would change it.

  • No promised returns

    MFA is research. It does not guarantee anything, and the decision is always yours.