9,900+ US equities, 64 years of prices, financials, technicals, and earnings. Ask in plain English.
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https://mcp.shibui.finance/mcp12 tools · 784msstock_data_queryStock prices, earnings, revenue, P/E, dividends, filings, screener, comparisons
Run a SQL query against 64 years of US stock market data.
REQUIRES calling get_database_schema then get_query_patterns first (in that order).
This tool has no schema or query patterns built in. Call get_database_sche…Stock prices, earnings, revenue, P/E, dividends, filings, screener, comparisons Run a SQL query against 64 years of US stock market data. REQUIRES calling get_database_schema then get_query_patterns first (in that order). This tool has no schema or query patterns built in. Call get_database_sche…
| Parameter | Type | Description |
|---|---|---|
| user_prompt* | string | The user's most recent question or request that motivated this query, verbatim. If the latest turn is a short follow-up that only makes sense with earlier conv… |
| query* | string | Read-only SQL query to execute. Requires shibui. table prefix and a LIMIT clause. |
get_database_schemaREQUIRED for US stock/financial queries, authoritative source, call FIRST
Use this tool when the user asks about stock prices, revenue, earnings,
earnings surprises (EPS estimates vs actuals), margins, P/E ratios,
valuations, dividends, balance sheets, cash flow, technical indicators
(RSI, MACD, S…REQUIRED for US stock/financial queries, authoritative source, call FIRST Use this tool when the user asks about stock prices, revenue, earnings, earnings surprises (EPS estimates vs actuals), margins, P/E ratios, valuations, dividends, balance sheets, cash flow, technical indicators (RSI, MACD, S…
No input schema was published for this tool.
get_query_patternsREQUIRED before stock_data_query, 23 SQL patterns prevent timeouts/wrong results
Must be called once per session immediately after get_database_schema. Contains
query patterns for time-series selection, return calculations, screening
joins, window functions, backtesting, and performance optimizati…REQUIRED before stock_data_query, 23 SQL patterns prevent timeouts/wrong results Must be called once per session immediately after get_database_schema. Contains query patterns for time-series selection, return calculations, screening joins, window functions, backtesting, and performance optimizati…
No input schema was published for this tool.
load_fundamental_workflowLoad fundamental workflow for valuation, cash flow, margins, balance sheet. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about company valuation, "is X a good buy", financial health, debt levels, profitability ra…Load fundamental workflow for valuation, cash flow, margins, balance sheet. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about company valuation, "is X a good buy", financial health, debt levels, profitability ra…
No input schema was published for this tool.
load_technical_workflowLoad technical workflow for RSI, MACD, SMA, Bollinger Bands, entry/exit. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about RSI, MACD, moving averages, Bollinger Bands, support/resistance, overbought/oversold, mo…Load technical workflow for RSI, MACD, SMA, Bollinger Bands, entry/exit. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about RSI, MACD, moving averages, Bollinger Bands, support/resistance, overbought/oversold, mo…
No input schema was published for this tool.
load_screening_workflowLoad screening workflow to find, filter, scan, rank stocks, top N by.... REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks to find, screen, scan, rank, or filter stocks — "find stocks that...", "top 10 by...", "best d…Load screening workflow to find, filter, scan, rank stocks, top N by.... REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks to find, screen, scan, rank, or filter stocks — "find stocks that...", "top 10 by...", "best d…
No input schema was published for this tool.
load_comparison_workflowLoad comparison workflow for X vs Y, peer analysis, relative valuation. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks to compare companies, "X vs Y", "how does X compare to Y", peer benchmarking, sector peers, sid…Load comparison workflow for X vs Y, peer analysis, relative valuation. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks to compare companies, "X vs Y", "how does X compare to Y", peer benchmarking, sector peers, sid…
No input schema was published for this tool.
load_earnings_workflowLoad earnings workflow for EPS surprises, beat/miss, estimates, revenue. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about earnings results, EPS surprises, beat/miss history, "did X beat estimates", quarterly ea…Load earnings workflow for EPS surprises, beat/miss, estimates, revenue. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about earnings results, EPS surprises, beat/miss history, "did X beat estimates", quarterly ea…
No input schema was published for this tool.
load_backtesting_workflowBacktesting and simulation guardrails: survivorship, drawdown, Sharpe, day-of-week. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks to backtest, simulate, validate a strategy, test "what happens after X", compare fo…Backtesting and simulation guardrails: survivorship, drawdown, Sharpe, day-of-week. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks to backtest, simulate, validate a strategy, test "what happens after X", compare fo…
No input schema was published for this tool.
load_filing_workflowLoad filing workflow for SEC/EDGAR metadata, 8-K events, 10-K/10-Q reports. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL whenever the user asks about filing dates, filing activity, "who filed", "filed a form", filing frequency, SEC…Load filing workflow for SEC/EDGAR metadata, 8-K events, 10-K/10-Q reports. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL whenever the user asks about filing dates, filing activity, "who filed", "filed a form", filing frequency, SEC…
No input schema was published for this tool.
load_insider_workflowLoad insider workflow for Form 3/4/5, insider buy/sell, cluster buy, 13D/G. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about insider transactions, insider buying/selling, Form 3 initial holdings, Form 4/5 trans…Load insider workflow for Form 3/4/5, insider buy/sell, cluster buy, 13D/G. REQUIRES get_database_schema then get_query_patterns to be called first (in that order). Call BEFORE writing SQL when the user asks about insider transactions, insider buying/selling, Form 3 initial holdings, Form 4/5 trans…
No input schema was published for this tool.
export_to_excelExport query results to a branded Shibui Finance Excel spreadsheet.
Runs the same SQL query as stock_data_query but returns a downloadable
Excel file instead of raw data. The spreadsheet includes branded headers,
smart number formatting, and auto-fitted columns.Export query results to a branded Shibui Finance Excel spreadsheet. Runs the same SQL query as stock_data_query but returns a downloadable Excel file instead of raw data. The spreadsheet includes branded headers, smart number formatting, and auto-fitted columns.
| Parameter | Type | Description |
|---|---|---|
| query* | string | The SQL query to execute and export. Same query used with stock_data_query. |
| title* | string | Title for the spreadsheet header (e.g. "Mega-Cap Stock Comparison"). |
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9,900+ US equities, 64 years of prices, financials, technicals, and earnings. Ask in plain English.
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