Claude Integration

Best AI Stock Screener

Screen nearly 10,000 US stocks in plain English with Claude, including conditions a preset dropdown screener cannot express: a metric that held every quarter for years, or a technical and a fundamental filter in one pass.

https://mcp.shibui.finance/mcp

Free · No API key · Works on all Claude plans

9,900+ equities · 31M+ daily prices · 56 indicators · 1962-present · Updated daily

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Shibui Finance is a free AI stock screener you run by talking to Claude. Instead of picking from preset dropdown filters, you describe what you want in plain English, and Claude writes a query that checks your conditions across nearly 10,000 US stocks and 64 years of data. That includes historical screening back to 1962 and conditions a traditional screener cannot express, like a metric that has to hold in every quarter for five years rather than just in the latest one.

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What an AI stock screener does differently

A traditional screener gives you preset dropdown filters on current values. You pick from a fixed menu, and every filter looks at the latest number. An AI stock screener takes a plain-English description and turns it into a query. Two things change: you are not limited to a preset menu, and you can ask about how a number behaved over time, not just where it sits today.

Screen in plain English

Describe the criteria in a sentence. No dropdown menus, no SQL, no formulas. Claude writes the query and you can read it.

Screen across time

Ask for conditions that span periods, like "operating margin above 15% in every quarter for five years," not just the latest value.

Combine technical and fundamental

Mix RSI, MACD, and moving averages with P/E, revenue growth, and free cash flow in a single request, not two separate tools.

Screen the whole market

Check nearly 10,000 US equities in one pass, then rank the matches by a measure you define instead of paging through a preset list.

See it screen across time

Here is a screen a dropdown cannot express: companies whose revenue grew more than 20% year over year in every one of the last four quarters, not just the most recent one. Figures are from June 2026.

On Shibui, you ask

"Find large US stocks with revenue growth above 20% year over year in each of the last four quarters. Show the four quarterly growth rates."

Claude returns
output
Large caps with 20%+ YoY revenue growth, four quarters running:

Ticker  Company           4 qtrs ago   3 ago   2 ago   Latest
──────  ────────────────  ──────────  ──────  ──────  ──────
NVDA    NVIDIA                  +56%    +62%    +73%    +85%
AVGO    Broadcom                +22%    +28%    +29%    +48%
META    Meta Platforms          +22%    +26%    +24%    +33%
LLY     Eli Lilly               +38%    +54%    +43%    +56%
PLTR    Palantir                +48%    +63%    +70%    +85%
ANET    Arista Networks         +30%    +27%    +29%    +35%

Every name cleared 20% in all four quarters, not just the last one.

A preset screener filters on the latest quarter only, so it cannot tell a one-quarter pop from four quarters of steady acceleration. This screen reads every period and keeps the names that held the line in all of them.

Combine technical and fundamental in one screen

The other thing a single tool rarely does is mix a price signal with the financials. Here is one request that does both: large, profitable, low-debt companies that are also oversold right now.

On Shibui, you ask

"Find large, profitable, low-debt US stocks that are oversold right now, with an RSI under 30. Show RSI, net margin, and debt-to-equity."

Claude returns
output
Oversold, profitable, low-debt large caps (RSI under 30):

Ticker  Company             RSI   Net margin   Debt/Equity
──────  ──────────────────  ────  ──────────  ───────────
TRMB    Trimble             27.1      12.4%          0.25
NFLX    Netflix             29.0      28.5%          0.46
BSX     Boston Scientific   29.1      17.3%          0.43
ADBE    Adobe               29.4      29.5%          0.58

A technical filter (RSI) and two fundamental filters (margin, debt) in one
pass. Net margin is trailing twelve months.

RSI lives in a charting tool and margins live in a screener, so checking both usually means two tabs and a manual cross-reference. Here it is one question. The guide to screening stocks with AI walks through how to phrase screens like these.

How it compares to a traditional screener

A preset screener is faster when the question is a simple present-tense filter, like "P/E under 15 and dividend yield over 3%." The AI approach earns its keep when the condition spans time, mixes data types, or is something no dropdown can express.

Traditional screener AI stock screener (Shibui)
Input Preset dropdown filters Plain-English description
Time Current values only Any period, including multi-period conditions
Combining data Limited cross-type filters Technical and fundamental in one query
Output Filtered list Filtered list, the reasoning, and the query
Cost Free to paid tiers Free (needs a Claude account)

For a side-by-side on specific tools, see Shibui vs Finviz and Shibui vs TradingView. If you screen for Shariah compliance, the halal stock screener applies the same plain-English approach to the AAOIFI ratios. For technical pattern screening, see the VCP screener for Mark Minervini's volatility contraction pattern and the Darvas box screener for box breakout setups.

An AI stock screener is only as good as the data under it and the query the model writes. Shibui covers US equities only (NYSE and NASDAQ), end-of-day, end-of-day. Data is solid for screening and research but not institutional grade. There is no real-time, intraday, options, forex, or crypto data. Each query returns up to 200 rows, so a very broad screen needs a tighter filter or a ranking. Claude writes the query and you can read it; check the logic on anything that matters, and treat the results as research, not advice. For full coverage and refresh details, see the data sources page.

How AI stock screeners compare in 2026

"AI stock screener" covers two different kinds of tool. Rating engines score every stock with a proprietary number and let you sort by it: Danelfin assigns an AI Score (1-10) for three-month outperformance, WallStreetZen's Zen Ratings grade stocks A-F across factors, Kavout has its Kai Score, and Seeking Alpha's Quant Ratings score on value, growth, profitability, and momentum. Natural-language tools let you ask in plain English instead: Magnifi answers investing questions and suggests funds and stocks, and Shibui Finance turns your request into a query over 64 years of US data.

Tool Type What it returns Free tier
Shibui Finance Natural-language screener Matching stocks, the data, and the query Yes
Magnifi AI search assistant Answers plus fund and stock suggestions Yes
Danelfin AI rating engine A 1-10 AI Score per stock Limited (15/day)
Zen Ratings AI rating engine An A-F grade per stock Yes

Approximate 2026 positioning; check each vendor for current features and pricing.

Shibui sits in the natural-language camp, but unlike a search assistant it is built for screening the whole market and across time: you describe criteria no preset menu can express - a metric that held every quarter for five years, or a technical and a fundamental filter in one pass - and you get the matching stocks, the underlying numbers, and the query that produced them, so you can check the logic.

Where Shibui is not the answer: if you want the tool to tell you what to buy, a rating engine like Danelfin or Zen Ratings gives you a single score or grade per stock. Shibui deliberately does not score or rank stocks for you - it returns the data and leaves the judgment to you. It also needs a Claude account and has no standalone visual interface.

Questions

What is the best AI stock screener?

It depends on what you need. Danelfin and Zen Ratings are best for AI-generated stock scores with backtested track records. Shibui Finance is best when you want to screen in plain English, combine technical and fundamental conditions, or screen on how a number behaved over time, such as a margin that stayed above a threshold in every quarter for five years. Traditional screeners like Finviz and TradingView are faster for a simple filter on current values. Many investors use both.

Is there a free AI stock screener?

Shibui Finance is a free AI stock screener. You connect it to Claude once (the free Claude plan works) and screen nearly 10,000 US stocks in plain English. There is no separate subscription; you only need a Claude account.

Can AI screen stocks using plain English?

Yes. With Shibui Finance you describe what you want in a sentence and Claude translates it into a query against a database of 64 years of US market data. You do not pick from preset dropdown filters or write any SQL yourself, though you can read the query Claude runs and check its logic.

How is an AI stock screener different from Finviz?

Finviz filters on current values using preset dropdown filters. An AI stock screener takes a plain-English description, so it is not limited to a fixed menu and can check multi-period conditions, like free cash flow growing every year for five years. Finviz is faster for a simple present-tense screen; the AI approach handles conditions Finviz cannot express.

Is an AI stock screener the same as an AI stock picker?

Not quite. An AI stock picker or rating engine, such as Danelfin or Zen Ratings, scores each stock and tells you which ones look attractive. An AI stock screener like Shibui Finance takes a plain-English description and returns the stocks that match your criteria, with the data and the query - it finds stocks on your terms rather than scoring them for you. Pickers answer "what should I buy?"; screeners answer "which stocks meet these conditions?"

See 20 real-world examples for screens, backtests, and multi-factor analyses by investor type.

Connect Shibui to Claude in 2 minutes

Shibui is free. Connect it to Claude (free or paid plan) and screen nearly 10,000 US stocks in plain English, across 64 years of data.

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