quant-brain-mcp
Stock analysis MCP: 38 indicators, 7 optimizers, 8 backtests, US + India sectors.
Sollte ich dies verwenden
Qualität und Sicherheit
Befunde (4)
- LOWTool 'get_company_profile' description lacks action verbin get_company_profile
- LOWTool 'plot_charts' description lacks action verbin plot_charts
- LOWTool 'find_sector_stock_pipeline_tool' name length outside 3-30 rangein find_sector_stock_pipeline_tool
- LOWTool 'analyze_sector_intelligence_tool' name length outside 3-30 rangein analyze_sector_intelligence_tool
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"quant-brain-mcp": {
"url": "https://mcp-quant-brain.onrender.com/mcp"
}
}
}Remote-Endpunkte
https://mcp-quant-brain.onrender.com/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (25)
🟢generate_optimized_verdict(tickers, amount, optimize_type, period)
Optimize a portfolio and return backtest metrics plus a final verdict. Args: tickers: List of ticker symbols (e.g. ["AAPL", "RELIANCE.NS"]) amount: Investment amount used for allocation context optimize_type: Optimization mode. Supported values are: "mvo", "hrp", "max_sharpe", "min_volatility", "black_litterman", "cvar", "semivariance". period: History window for price data, e.g. "1y", "2y", "5y", "10y" (default "2y"). Longer windows give the optimizer and backtest more data at the cost of a slower fetch.
Eingabe-Schema
{
"type": "object",
"properties": {
"tickers": {
"items": {
"type": "string"
},
"title": "Tickers",
"type": "array"
},
"amount": {
"default": 10000,
"title": "Amount",
"type": "number"
},
"optimize_type": {
"default": "mvo",
"enum": [
"mvo",
"hrp",
"max_sharpe",
"min_volatility",
"black_litterman",
"cvar",
"semivariance"
],
"title": "Optimize Type",
"type": "string"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"tickers"
],
"title": "generate_optimized_verdictArguments"
}🟢get_company_profile(ticker)
Return a full company snapshot with business, valuation, and market metadata.
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "get_company_profileArguments"
}🟡get_quote(tickers)
Current price snapshot for one or more tickers (US and Indian). Returns last price, day change %, day and 52-week ranges, position within the 52-week range, and volume vs 3-month average, with an `as_of` timestamp. US quotes are near-real-time; NSE/BSE quotes are ~15 minutes delayed (disclosed in the response). For to-the-second Indian prices during market hours, supplement with a live web search.
Eingabe-Schema
{
"type": "object",
"properties": {
"tickers": {
"items": {
"type": "string"
},
"title": "Tickers",
"type": "array"
}
},
"required": [
"tickers"
],
"title": "get_quoteArguments"
}🟢build_trade_plan(ticker, equity, risk_pct, direction, period)
Build a sized trade plan: entry, stop, share count, R targets, invalidation. The answer to "what do I do?": given account equity and the percent of it you are willing to risk, returns an entry reference (last close), a structural stop (tighter of recent swing level or 2x ATR, never inside daily noise), the exact number of shares so a stop-out loses only the risk budget, 1R/2R/3R targets, a liquidity check (order as % of 20-day turnover), and a one-line invalidation. Educational analysis, not investment advice.
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"equity": {
"title": "Equity",
"type": "number"
},
"risk_pct": {
"default": 1,
"title": "Risk Pct",
"type": "number"
},
"direction": {
"default": "long",
"enum": [
"long",
"short"
],
"title": "Direction",
"type": "string"
},
"period": {
"default": "1y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker",
"equity"
],
"title": "build_trade_planArguments"
}⚪scan_watchlist(tickers, period)
Scan a watchlist and report which names did something actionable. For each ticker: last close, day change, gap, distance from the 20/50/200-day averages and the 52-week high, ATR%, and volume vs its 20-day average -- plus which rules fired (near_52w_high, volume_spike, crossed_above/below_200dma, at_20dma, gapped_over_1atr). Sorted most-actionable first. The Sunday-evening tool: run it over your list, then feed interesting names into build_trade_plan.
Eingabe-Schema
{
"type": "object",
"properties": {
"tickers": {
"items": {
"type": "string"
},
"title": "Tickers",
"type": "array"
},
"period": {
"default": "1y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"tickers"
],
"title": "scan_watchlistArguments"
}🔴price_alert(action, ticker, level, direction, alert_id, ...)
Persistent price alerts stored server-side (survive restarts, one-shot). Actions: set -- watch a level: price_alert("set", ticker="RELIANCE.NS", level=1270, direction="below", note="stop level") list -- show all active alerts delete -- remove an alert by alert_id check -- fetch current prices for every active alert and return which fired; fired alerts deactivate so they never spam. A server cannot push messages into Claude, so pair this with a scheduled task that calls action='check' on a cadence (e.g. every 30 minutes during market hours) and notifies the user only when 'triggered' is non-empty.
Eingabe-Schema
{
"type": "object",
"properties": {
"action": {
"enum": [
"set",
"list",
"delete",
"check"
],
"title": "Action",
"type": "string"
},
"ticker": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Ticker"
},
"level": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Level"
},
"direction": {
"anyOf": [
{
"enum": [
"above",
"below"
],
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Direction"
},
"alert_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Alert Id"
},
"note": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Note"
}
},
"required": [
"action"
],
"title": "price_alertArguments"
}🟢get_news(ticker, limit)
Recent news headlines for a ticker via Yahoo Finance's news feed. Returns structured articles (title, publisher, url, published_at, summary) for you to read and synthesize. Not a scraper -- uses Yahoo's aggregated feed, so coverage is strongest for large-cap US and Indian names.
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"limit": {
"default": 8,
"title": "Limit",
"type": "integer"
}
},
"required": [
"ticker"
],
"title": "get_newsArguments"
}🟢find_sector_stock_pipeline_tool(market, top_n_sectors, top_n_stocks)
Run a multi-step pipeline: sector performance -> stock ranking -> strategy selection.
Eingabe-Schema
{
"type": "object",
"properties": {
"market": {
"default": "india",
"title": "Market",
"type": "string"
},
"top_n_sectors": {
"default": 3,
"title": "Top N Sectors",
"type": "integer"
},
"top_n_stocks": {
"default": 3,
"title": "Top N Stocks",
"type": "integer"
}
},
"title": "find_sector_stock_pipeline_toolArguments"
}🟢analyze_sector_intelligence_tool(market, timeframe)
Analyze sector return, risk, momentum, drawdown and correlation; select best sector.
Eingabe-Schema
{
"type": "object",
"properties": {
"market": {
"default": "india",
"title": "Market",
"type": "string"
},
"timeframe": {
"default": "1y",
"title": "Timeframe",
"type": "string"
}
},
"title": "analyze_sector_intelligence_toolArguments"
}⚪backtest_macd_momentum(ticker, period)
Run MACD momentum strategy backtest for one ticker. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_macd_momentumArguments"
}⚪backtest_macd_trend_follower(ticker, fast, slow, signal, period)
Run MACD trend follower strategy backtest for one ticker. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"fast": {
"default": 12,
"title": "Fast",
"type": "integer"
},
"slow": {
"default": 26,
"title": "Slow",
"type": "integer"
},
"signal": {
"default": 9,
"title": "Signal",
"type": "integer"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_macd_trend_followerArguments"
}⚪backtest_mean_reversion_rsi_bb(ticker, rsi_lower, rsi_upper, period)
Run RSI + Bollinger Band mean-reversion strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"rsi_lower": {
"default": 30,
"title": "Rsi Lower",
"type": "integer"
},
"rsi_upper": {
"default": 70,
"title": "Rsi Upper",
"type": "integer"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_mean_reversion_rsi_bbArguments"
}⚪backtest_rsi_mean_reversion(ticker, length, lower, upper, period)
Run RSI mean-reversion strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"length": {
"default": 14,
"title": "Length",
"type": "integer"
},
"lower": {
"default": 30,
"title": "Lower",
"type": "integer"
},
"upper": {
"default": 70,
"title": "Upper",
"type": "integer"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_rsi_mean_reversionArguments"
}⚪backtest_sma_crossover(ticker, fast, slow, period)
Run SMA crossover strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"fast": {
"default": 50,
"title": "Fast",
"type": "integer"
},
"slow": {
"default": 200,
"title": "Slow",
"type": "integer"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_sma_crossoverArguments"
}⚪backtest_trend_crossover(ticker, fast, slow, period)
Run trend crossover strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"fast": {
"default": 50,
"title": "Fast",
"type": "integer"
},
"slow": {
"default": 200,
"title": "Slow",
"type": "integer"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_trend_crossoverArguments"
}⚪backtest_volatility_breakout(ticker, length, period)
Run volatility breakout strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"length": {
"default": 20,
"title": "Length",
"type": "integer"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "backtest_volatility_breakoutArguments"
}⚪generate_chart_pack(tickers, amount, market, company_ticker, timeframe)
Generate the full institutional chart suite for dashboard rendering.
Eingabe-Schema
{
"type": "object",
"properties": {
"tickers": {
"items": {
"type": "string"
},
"title": "Tickers",
"type": "array"
},
"amount": {
"default": 10000,
"title": "Amount",
"type": "number"
},
"market": {
"default": "us",
"title": "Market",
"type": "string"
},
"company_ticker": {
"default": "",
"title": "Company Ticker",
"type": "string"
},
"timeframe": {
"default": "2y",
"title": "Timeframe",
"type": "string"
}
},
"required": [
"tickers"
],
"title": "generate_chart_packArguments"
}⚪generate_charts(tickers, amount, market, company_ticker, timeframe)
Generate charts for portfolio, strategy, quant, fundamentals, and sector pipeline.
Eingabe-Schema
{
"type": "object",
"properties": {
"tickers": {
"items": {
"type": "string"
},
"title": "Tickers",
"type": "array"
},
"amount": {
"default": 10000,
"title": "Amount",
"type": "number"
},
"market": {
"default": "us",
"title": "Market",
"type": "string"
},
"company_ticker": {
"default": "",
"title": "Company Ticker",
"type": "string"
},
"timeframe": {
"default": "2y",
"title": "Timeframe",
"type": "string"
}
},
"required": [
"tickers"
],
"title": "generate_chartsArguments"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"result": {
"items": {
"anyOf": [
{
"$ref": "#/$defs/TextContent"
},
{
"$ref": "#/$defs/ImageContent"
},
{
"$ref": "#/$defs/AudioContent"
},
{
"$ref": "#/$defs/ResourceLink"
},
{
"$ref": "#/$defs/EmbeddedResource"
}
]
},
"title": "Result",
"type": "array"
}
},
"required": [
"result"
],
"$defs": {
"Annotations": {
"additionalProperties": true,
"properties": {
"audience": {
"anyOf": [
{
"items": {
"enum": [
"user",
"assistant"
],
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Audience"
},
"priority": {
"anyOf": [
{
"maximum": 1,
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Priority"
}
},
"title": "Annotations",
"type": "object"
},
"AudioContent": {
"additionalProperties": true,
"description": "Audio content for a message.",
"properties": {
"type": {
"const": "audio",
"title": "Type",
"type": "string"
},
"data": {
"title": "Data",
"type": "string"
},
"mimeType": {
"title": "Mimetype",
"type": "string"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"data",
"mimeType"
],
"title": "AudioContent",
"type": "object"
},
"BlobResourceContents": {
"additionalProperties": true,
"description": "Binary contents of a resource.",
"properties": {
"uri": {
"format": "uri",
"minLength": 1,
"title": "Uri",
"type": "string"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
},
"blob": {
"title": "Blob",
"type": "string"
}
},
"required": [
"uri",
"blob"
],
"title": "BlobResourceContents",
"type": "object"
},
"EmbeddedResource": {
"additionalProperties": true,
"description": "The contents of a resource, embedded into a prompt or tool call result.\n\nIt is up to the client how best to render embedded resources for the benefit\nof the LLM and/or the user.",
"properties": {
"type": {
"const": "resource",
"title": "Type",
"type": "string"
},
"resource": {
"anyOf": [
{
"$ref": "#/$defs/TextResourceContents"
},
{
"$ref": "#/$defs/BlobResourceContents"
}
],
"title": "Resource"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"resource"
],
"title": "EmbeddedResource",
"type": "object"
},
"Icon": {
"additionalProperties": true,
"description": "An icon for display in user interfaces.",
"properties": {
"src": {
"title": "Src",
"type": "string"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"sizes": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Sizes"
}
},
"required": [
"src"
],
"title": "Icon",
"type": "object"
},
"ImageContent": {
"additionalProperties": true,
"description": "Image content for a message.",
"properties": {
"type": {
"const": "image",
"title": "Type",
"type": "string"
},
"data": {
"title": "Data",
"type": "string"
},
"mimeType": {
"title": "Mimetype",
"type": "string"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"data",
"mimeType"
],
"title": "ImageContent",
"type": "object"
},
"ResourceLink": {
"additionalProperties": true,
"description": "A resource that the server is capable of reading, included in a prompt or tool call result.\n\nNote: resource links returned by tools are not guaranteed to appear in the results of `resources/list` requests.",
"properties": {
"name": {
"title": "Name",
"type": "string"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Title"
},
"uri": {
"format": "uri",
"minLength": 1,
"title": "Uri",
"type": "string"
},
"description": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Description"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"size": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Size"
},
"icons": {
"anyOf": [
{
"items": {
"$ref": "#/$defs/Icon"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Icons"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
},
"type": {
"const": "resource_link",
"title": "Type",
"type": "string"
}
},
"required": [
"name",
"uri",
"type"
],
"title": "ResourceLink",
"type": "object"
},
"TextContent": {
"additionalProperties": true,
"description": "Text content for a message.",
"properties": {
"type": {
"const": "text",
"title": "Type",
"type": "string"
},
"text": {
"title": "Text",
"type": "string"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"text"
],
"title": "TextContent",
"type": "object"
},
"TextResourceContents": {
"additionalProperties": true,
"description": "Text contents of a resource.",
"properties": {
"uri": {
"format": "uri",
"minLength": 1,
"title": "Uri",
"type": "string"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
},
"text": {
"title": "Text",
"type": "string"
}
},
"required": [
"uri",
"text"
],
"title": "TextResourceContents",
"type": "object"
}
},
"title": "generate_chartsOutput"
}⚪plot_charts(tickers, amount, market, company_ticker, timeframe)
Alias for chart generation; kept for natural plotting language in clients.
Eingabe-Schema
{
"type": "object",
"properties": {
"tickers": {
"items": {
"type": "string"
},
"title": "Tickers",
"type": "array"
},
"amount": {
"default": 10000,
"title": "Amount",
"type": "number"
},
"market": {
"default": "us",
"title": "Market",
"type": "string"
},
"company_ticker": {
"default": "",
"title": "Company Ticker",
"type": "string"
},
"timeframe": {
"default": "2y",
"title": "Timeframe",
"type": "string"
}
},
"required": [
"tickers"
],
"title": "plot_chartsArguments"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"result": {
"items": {
"anyOf": [
{
"$ref": "#/$defs/TextContent"
},
{
"$ref": "#/$defs/ImageContent"
},
{
"$ref": "#/$defs/AudioContent"
},
{
"$ref": "#/$defs/ResourceLink"
},
{
"$ref": "#/$defs/EmbeddedResource"
}
]
},
"title": "Result",
"type": "array"
}
},
"required": [
"result"
],
"$defs": {
"Annotations": {
"additionalProperties": true,
"properties": {
"audience": {
"anyOf": [
{
"items": {
"enum": [
"user",
"assistant"
],
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Audience"
},
"priority": {
"anyOf": [
{
"maximum": 1,
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Priority"
}
},
"title": "Annotations",
"type": "object"
},
"AudioContent": {
"additionalProperties": true,
"description": "Audio content for a message.",
"properties": {
"type": {
"const": "audio",
"title": "Type",
"type": "string"
},
"data": {
"title": "Data",
"type": "string"
},
"mimeType": {
"title": "Mimetype",
"type": "string"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"data",
"mimeType"
],
"title": "AudioContent",
"type": "object"
},
"BlobResourceContents": {
"additionalProperties": true,
"description": "Binary contents of a resource.",
"properties": {
"uri": {
"format": "uri",
"minLength": 1,
"title": "Uri",
"type": "string"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
},
"blob": {
"title": "Blob",
"type": "string"
}
},
"required": [
"uri",
"blob"
],
"title": "BlobResourceContents",
"type": "object"
},
"EmbeddedResource": {
"additionalProperties": true,
"description": "The contents of a resource, embedded into a prompt or tool call result.\n\nIt is up to the client how best to render embedded resources for the benefit\nof the LLM and/or the user.",
"properties": {
"type": {
"const": "resource",
"title": "Type",
"type": "string"
},
"resource": {
"anyOf": [
{
"$ref": "#/$defs/TextResourceContents"
},
{
"$ref": "#/$defs/BlobResourceContents"
}
],
"title": "Resource"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"resource"
],
"title": "EmbeddedResource",
"type": "object"
},
"Icon": {
"additionalProperties": true,
"description": "An icon for display in user interfaces.",
"properties": {
"src": {
"title": "Src",
"type": "string"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"sizes": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Sizes"
}
},
"required": [
"src"
],
"title": "Icon",
"type": "object"
},
"ImageContent": {
"additionalProperties": true,
"description": "Image content for a message.",
"properties": {
"type": {
"const": "image",
"title": "Type",
"type": "string"
},
"data": {
"title": "Data",
"type": "string"
},
"mimeType": {
"title": "Mimetype",
"type": "string"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"data",
"mimeType"
],
"title": "ImageContent",
"type": "object"
},
"ResourceLink": {
"additionalProperties": true,
"description": "A resource that the server is capable of reading, included in a prompt or tool call result.\n\nNote: resource links returned by tools are not guaranteed to appear in the results of `resources/list` requests.",
"properties": {
"name": {
"title": "Name",
"type": "string"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Title"
},
"uri": {
"format": "uri",
"minLength": 1,
"title": "Uri",
"type": "string"
},
"description": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Description"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"size": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Size"
},
"icons": {
"anyOf": [
{
"items": {
"$ref": "#/$defs/Icon"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Icons"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
},
"type": {
"const": "resource_link",
"title": "Type",
"type": "string"
}
},
"required": [
"name",
"uri",
"type"
],
"title": "ResourceLink",
"type": "object"
},
"TextContent": {
"additionalProperties": true,
"description": "Text content for a message.",
"properties": {
"type": {
"const": "text",
"title": "Type",
"type": "string"
},
"text": {
"title": "Text",
"type": "string"
},
"annotations": {
"anyOf": [
{
"$ref": "#/$defs/Annotations"
},
{
"type": "null"
}
],
"default": null
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
}
},
"required": [
"type",
"text"
],
"title": "TextContent",
"type": "object"
},
"TextResourceContents": {
"additionalProperties": true,
"description": "Text contents of a resource.",
"properties": {
"uri": {
"format": "uri",
"minLength": 1,
"title": "Uri",
"type": "string"
},
"mimeType": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mimetype"
},
"_meta": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Meta"
},
"text": {
"title": "Text",
"type": "string"
}
},
"required": [
"uri",
"text"
],
"title": "TextResourceContents",
"type": "object"
}
},
"title": "plot_chartsOutput"
}🟢analyze_momentum(ticker, indicators, period)
Momentum indicators: rsi, macd, roc, cci, stoch, stochrsi, tsi, willr. Runs all momentum indicators for the ticker, or only the subset named in `indicators` (e.g. ["rsi", "macd"]). `period` sets the history window: "1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"indicators": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Indicators"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "analyze_momentumArguments"
}🟢analyze_technical_levels(ticker, indicators, period)
Moving averages and price levels: sma, ema, hma, kama, ichimoku, supertrend, vwap, vwma. Runs all level indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"indicators": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Indicators"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "analyze_technical_levelsArguments"
}🟢analyze_trend(ticker, indicators, period)
Trend strength and direction: adx, aroon, chop, psar, vortex, zigzag. Runs all trend indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"indicators": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Indicators"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "analyze_trendArguments"
}🟢analyze_volatility(ticker, indicators, period)
Volatility and bands: atr, bbands, donchian, kc, stdev, ui. Runs all volatility indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"indicators": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Indicators"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "analyze_volatilityArguments"
}🟢analyze_volume(ticker, indicators, period)
Volume confirmation: obv, cmf, mfi, ad, pvt. Runs all volume indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"indicators": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Indicators"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "analyze_volumeArguments"
}🟢analyze_statistics(ticker, indicators, period)
Statistical behavior: log_return, zscore, skew, kurtosis, entropy. Runs all statistical indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
Eingabe-Schema
{
"type": "object",
"properties": {
"ticker": {
"title": "Ticker",
"type": "string"
},
"indicators": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Indicators"
},
"period": {
"default": "2y",
"enum": [
"1d",
"5d",
"1mo",
"3mo",
"6mo",
"1y",
"2y",
"5y",
"10y",
"ytd",
"max"
],
"title": "Period",
"type": "string"
}
},
"required": [
"ticker"
],
"title": "analyze_statisticsArguments"
}Community
Nachweis