Claude Integration

Fundamentals, technicals,

and backtests — just ask.

Screen 5,200 US stocks by describing what you're looking for. Cross-check financials, run backtests, compare sectors, all in plain English, no code required.

Connect to Claude See examples

22M+ daily price records

5,201 companies

56 technical indicators

1962–2026 coverage

See it in action

Candlestick pattern analysis with 64 years of market data.

Results may look different depending on your Claude settings — Claude can present output inline as text, as a markdown table, or as an interactive artifact. All formats contain the same data.

What you can do

Screen for opportunities, analyze fundamentals, and backtest strategies — all in plain English, no code required.

Technical indicators

56 pre-calculated indicators including SMA, EMA, RSI, MACD, Bollinger Bands, ADX, ATR, Stochastic, and more — across the full 64-year price history. All ready to use, no manual calculations.

Stock screening

Filter the entire NASDAQ and NYSE universe by any combination of technical and fundamental criteria — in plain English.

Fundamental analysis

Revenue, earnings, margins, free cash flow, and 40+ financial ratios — quarterly and annual, going back decades.

Backtesting

Define entry/exit rules and run them across 64 years of price history. Measure win rate, average return, and drawdown. Discover whether a strategy actually worked — or just looked good on paper.

Financial statements

Balance sheets, income statements, and cash flow statements for 5,201 companies across NASDAQ and NYSE — in a structured database, not PDFs.

Plain English queries

No SQL, no Python, no spreadsheets. Claude understands your question, queries the data, and returns clear answers with analysis.

Example conversations

Real queries, real results — tested live against 64 years of US market data. Connect and run these yourself in minutes.

Screening Fundamentals Comparisons Backtesting

You ask

"Show me US stocks with a P/E under 12, return on equity above 20%, and a market cap over $5 billion. Sort by ROE."

A ranked table of large, profitable companies trading at bargain multiples — the classic value investor's starting point.

Claude returns

output

10 stocks — P/E < 12, ROE > 20%, mkt cap > $5B (sorted by ROE):

Symbol        Name                      P/E    ROE     Mkt Cap
────────────  ────────────────────────  ─────  ──────  ────────
BYD.NYSE      Boyd Gaming               3.7   86.6%    $6.7B
BAH.NYSE      Booz Allen Hamilton      11.8   75.1%    $9.8B
KSPI.NASDAQ   Kaspi.kz                  6.4   59.6%   $14.8B
VIRT.NYSE     Virtu Financial           7.5   52.7%    $8.2B
PINS.NYSE     Pinterest                 6.5   51.5%   $12.6B
LNG.NYSE      Cheniere Energy          11.9   49.4%   $46.8B
PGR.NYSE      Progressive Corp         10.7   40.5%  $120.4B
ALL.NYSE      Allstate                  5.5   39.5%   $54.3B
PDD.NASDAQ    PDD Holdings             10.5   30.5%  $148.5B
CHTR.NASDAQ   Charter Communications    6.5   28.7%   $30.7B

You ask

"Find large-cap stocks down more than 20% from their 52-week high, but still with a P/E between 5 and 20, ROE above 15%, and profit margins above 10%. Sort by biggest drawdown."

Quality companies on sale — the "blood in the streets" screen that contrarian investors dream about.

Claude returns

output

9 large-caps down >20% from 52-week highs — fundamentals still intact:

Symbol        Name              Off High    P/E    ROE     Margin
────────────  ────────────────  ─────────  ─────  ──────  ──────
PINS.NYSE     Pinterest          -55.5%    6.5   51.5%   49.0%
GDDY.NYSE     GoDaddy            -53.2%   15.3   37.0%   17.0%
INFY.NYSE     Infosys            -51.2%   19.0   32.7%   16.2%
LULU.NASDAQ   Lululemon          -49.7%   12.0   41.0%   15.7%
NVO.NYSE      Novo Nordisk       -49.4%   13.3   60.7%   33.1%
PYPL.NASDAQ   PayPal             -47.6%    7.5   25.7%   15.8%
ADBE.NASDAQ   Adobe              -42.9%   15.8   55.4%   30.0%
ACN.NYSE      Accenture          -41.3%   18.3   25.0%   10.8%
GIS.NYSE      General Mills      -33.7%    9.8   27.2%   13.5%

You ask

"Show me Apple's quarterly revenue and net income over the last 3 years. Include quarter-over-quarter growth rates."

A time-series table with growth rates — instant earnings call prep, no terminal needed.

Claude returns

output

Apple (AAPL) — quarterly revenue & net income, last 3 years:

Quarter     Revenue      Net Income   Rev QoQ    NI QoQ
─────────   ─────────    ──────────   ────────   ──────
2025-12     $143.8B       $42.1B    +40.3%    +53.3%
2025-09     $102.5B       $27.5B     +9.0%    +17.2%
2025-06      $94.0B       $23.4B     -1.4%     -5.4%
2025-03      $95.4B       $24.8B    -23.3%    -31.8%
2024-12     $124.3B       $36.3B    +30.9%   +146.5%
2024-09      $94.9B       $14.7B    +10.7%    -31.3%
2024-06      $85.8B       $21.5B     -5.5%     -9.3%
2024-03      $90.8B       $23.6B    -24.1%    -30.3%
2023-12     $119.6B       $33.9B    +33.6%    +47.7%
2023-09      $89.5B       $23.0B     +9.4%    +15.5%
2023-06      $81.8B       $19.9B    -13.7%    -17.7%

You ask

"Which large-cap stocks have an RSI below 30 right now? Show me the sector, RSI, how far they are from their 200-day moving average, and trend strength (ADX). Sort by market cap."

Big, well-known companies in oversold territory — the kind of list contrarians and swing traders build watchlists from.

Claude returns

output

10 large-caps (mkt cap >$10B) with RSI < 30 right now:

Symbol         Name                Mkt Cap    RSI   vs SMA200   ADX
─────────────  ──────────────────  ─────────  ────  ─────────   ────
TMO.NYSE       Thermo Fisher        $189.7B   28.3      +1.0%   42.7
CRM.NYSE       Salesforce           $178.8B   28.4     -25.8%   43.6
BX.NYSE        Blackstone           $161.6B   27.0     -21.7%   37.8
ACN.NYSE       Accenture            $139.1B   29.1     -19.6%   42.6
BKNG.NASDAQ    Booking Holdings     $134.2B   28.8     -22.9%   39.3
BSX.NYSE       Boston Scientific    $113.1B   28.4     -24.7%   36.3
PANW.NASDAQ    Palo Alto Networks   $113.1B   27.7     -22.8%   33.3
ADBE.NASDAQ    Adobe                $110.5B   29.1     -26.0%   47.9
INTU.NASDAQ    Intuit               $105.9B   20.9     -43.0%   61.8
ADP.NASDAQ     ADP                   $85.8B   25.2     -24.1%   43.3

You ask

"Find profitable stocks where insiders own more than 10% of shares, short interest is under 5%, and Wall Street's target price is at least 15% above the current price. Sort by analyst upside."

Stocks where management has skin in the game, shorts aren't betting against them, and analysts see significant upside — a multi-signal conviction screen.

Claude returns

output

10 stocks — insider conviction + low short interest + analyst upside:

Symbol         Name              Insider%   P/E   Upside
─────────────  ────────────────  ────────   ────  ──────
MORN.NASDAQ    Morningstar          45.2%   17.7  76.0%
PAYC.NYSE      Paycom Software      11.9%   15.5  71.9%
HLNE.NASDAQ    Hamilton Lane        10.6%   20.1  66.1%
FUTU.NASDAQ    Futu Holdings        15.9%   17.1  49.3%
PEGA.NASDAQ    Pegasystems          46.2%   17.8  47.3%
KSPI.NASDAQ    Kaspi.kz             59.1%    6.4  46.7%
BIRK.NYSE      Birkenstock          14.2%   16.5  43.2%
APO.NYSE       Apollo Global        26.9%   18.3  34.6%
CHKP.NASDAQ    Check Point          23.2%   17.2  28.7%
SMCI.NASDAQ    Super Micro          16.4%   22.3  27.4%

You ask

"Show me the biggest positive earnings surprises in the last 6 months among companies with a market cap over $5 billion. Include EPS estimate, actual, and surprise percentage."

Well-known companies that massively beat Wall Street expectations — fuel for momentum and post-earnings drift strategies.

Claude returns

output

11 large-cap earnings surprises (mkt cap >$5B), last 6 months:

Symbol         Name                Surprise%   EPS Est   EPS Act
─────────────  ──────────────────  ─────────   ───────   ───────
ERIC.NASDAQ    Ericsson             +198.5%      0.12      0.36
LUMN.NYSE      Lumen Technologies   +187.5%     -0.26      0.23
U.NYSE         Unity Software       +187.0%     -0.23      0.20
VNOM.NASDAQ    Viper Energy         +181.1%      0.37      1.04
M.NYSE         Macy's               +169.2%     -0.13      0.09
VAL.NYSE       Valaris              +167.7%      0.99      2.65
AFRM.NASDAQ    Affirm Holdings      +167.2%      0.27      0.72
EQR.NYSE       Equity Residential   +163.2%      0.38      1.00
MGM.NYSE       MGM Resorts          +160.4%      0.61      1.60
RBRK.NYSE      Rubrik               +158.8%     -0.17      0.10
GFL.NYSE       GFL Environmental    +154.4%      0.14      0.36

You ask

"Compare Microsoft, Apple, Google, Amazon, and Meta on P/E ratio, profit margin, ROE, and revenue growth. Who's the best value right now?"

A side-by-side table of the Mag 5 with a reasoned take on relative value — the kind of analysis people pay for on Seeking Alpha.

Claude returns

output

Big Tech head-to-head — P/E, margins, ROE, revenue growth (Feb 2026):

Symbol   Name        Mkt Cap      P/E    Margin    ROE     Rev Growth
───────  ──────────  ──────────   ─────  ──────    ──────  ──────────
GOOGL    Alphabet     $3,810B     29.2   32.8%     35.7%    +18.0%
AAPL     Apple        $3,759B     32.4   27.0%    152.0%    +15.7%
MSFT     Microsoft    $3,005B     25.3   39.0%     34.4%    +16.7%
AMZN     Amazon       $2,134B     27.7   10.8%     22.3%    +13.6%
META     Meta         $1,673B     28.2   30.1%     30.2%    +23.8%

MSFT has the lowest P/E at 25.3 and highest profit margins at 39%.
AAPL leads on ROE (152%) driven by aggressive buybacks.
META leads on revenue growth at +23.8% YoY.

You ask

"How does NVIDIA compare to the average Information Technology company on P/E, profit margin, and return on equity?"

NVIDIA's metrics alongside sector averages — instantly shows whether a stock is expensive or cheap relative to 284 peers.

Claude returns

output

NVIDIA vs 284 Information Technology peers:

Metric              NVDA      IT Sector Avg   Delta
──────────────────  ────────  ─────────────   ──────────
P/E Ratio             46.7           38.9    +7.8
Profit Margin %       53.0%          45.6%   +7.4pp
ROE %                107.4%          19.0%   +88.4pp

NVIDIA trades at a premium on P/E but earns it — 5.7x the
sector average ROE and 7pp higher profit margins.

You ask

"Over the last 5 years, what happened when large-cap stocks had an RSI below 30? What was the average return 30 days later?"

A statistical backtest across 15,000+ data points — the kind of hard evidence most investors never bother to check.

Claude returns

output

RSI < 30 backtest — large-caps (mkt cap >$10B), last 5 years:

Metric                    Result
──────────────────────    ──────────
Total signals              15,329
Win rate                  57.6%
Avg 30-day return         +1.75%
Median 30-day return      +1.78%
Avg winning trade         +9.96%
Avg losing trade          -9.40%
Best return              +541.0%
Worst return              -85.1%

57.6% win rate across 15,329 signals — a statistically robust edge.
Buying oversold large-caps works more often than not.

You ask

"Which large-cap stocks have gained the most in the last 30 days? Show the return, RSI, trend strength (ADX), and revenue growth."

The hottest large-cap movers with momentum and fundamental context — the daily scan active investors come back for.

Claude returns

output

Top large-cap (>$20B) gainers — last 30 days with momentum context:

Symbol          Name              1M Return    RSI    ADX   Rev Growth
──────────────  ───────────────   ─────────    ────   ────  ──────────
LITE.NASDAQ     Lumentum           +87.1%      79.9   39.2     +65.5%
GLW.NYSE        Corning            +50.7%      75.2   45.6     +20.4%
TER.NASDAQ      Teradyne           +45.0%      72.4   61.5     +43.9%
XPO.NYSE        XPO Logistics      +43.8%      74.0   38.2      +4.6%
SNDK.NASDAQ     SanDisk            +43.4%      65.6   48.1     +61.2%
VRT.NYSE        Vertiv Holdings    +39.1%      71.7   36.0     +22.7%
CIEN.NYSE       Ciena              +38.9%      75.8   19.8     +20.3%
MT.NYSE         ArcelorMittal      +33.5%      70.0   50.8      +1.7%
UI.NYSE         Ubiquiti Networks  +33.3%      73.6   36.4     +35.8%
DE.NYSE         Deere & Co         +30.2%      81.5   57.6     +12.6%
FDX.NYSE        FedEx              +29.1%      86.3   53.6     +13.9%

See 20 real-world analyses by investor type →

Connect in two minutes

Shibui Finance is a Claude integration. Choose your Claude plan below to get started — no config files, no CLI commands.

Claude Pro / Team / Enterprise ~30 sec Claude Free (Desktop) ~2 min

1 Open Connectors → 2 Add connector → 3 Done

https://mcp.shibui.finance/mcp Copy

Click your avatar, go to Settings, then select the Connectors tab.

Click Add custom connector, enter a name, and paste the URL above.

Shibui Finance appears in your connectors list and is available in every new conversation.

← Prev1 / 3 Next →

1 Open Extensions → 2 Advanced Settings → 3 Confirm → 4 Done

Download extension (.mcpb)

In Claude Desktop, go to Settings → Desktop app → Extensions.

Click Advanced settings → Install Extension, then select the downloaded file.

Review the extension details and click Install to confirm.

Shibui Finance appears in your extensions list and is available in every conversation.

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