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quant-brain-mcp

io.github.paarths-collab/quant-brain-mcp
Data & Analytics Finance & Investing Public & reachable MCP 2025-11-25

What this MCP does

Provides stock quotes, news, technical indicators, sector analysis, portfolio optimization, strategy backtests, charts, alerts, and trade planning for US and Indian markets.

Capabilities

Tools

25 tools
analyze_momentum
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").
Input schema 
{'type': 'object', 'title': 'analyze_momentumArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'indicators': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Indicators', 'default': None}}}
analyze_sector_intelligence_tool
Analyze sector return, risk, momentum, drawdown and correlation; select best sector.
Input schema 
{'type': 'object', 'title': 'analyze_sector_intelligence_toolArguments', 'properties': {'market': {'type': 'string', 'title': 'Market', 'default': 'india'}, 'timeframe': {'type': 'string', 'title': 'Timeframe', 'default': '1y'}}}
analyze_statistics
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").
Input schema 
{'type': 'object', 'title': 'analyze_statisticsArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'indicators': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Indicators', 'default': None}}}
analyze_technical_levels
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").
Input schema 
{'type': 'object', 'title': 'analyze_technical_levelsArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'indicators': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Indicators', 'default': None}}}
analyze_trend
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").
Input schema 
{'type': 'object', 'title': 'analyze_trendArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'indicators': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Indicators', 'default': None}}}
analyze_volatility
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").
Input schema 
{'type': 'object', 'title': 'analyze_volatilityArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'indicators': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Indicators', 'default': None}}}
analyze_volume
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").
Input schema 
{'type': 'object', 'title': 'analyze_volumeArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'indicators': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Indicators', 'default': None}}}
backtest_macd_momentum
Run MACD momentum strategy backtest for one ticker. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_macd_momentumArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
backtest_macd_trend_follower
Run MACD trend follower strategy backtest for one ticker. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_macd_trend_followerArguments', 'required': ['ticker'], 'properties': {'fast': {'type': 'integer', 'title': 'Fast', 'default': 12}, 'slow': {'type': 'integer', 'title': 'Slow', 'default': 26}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'signal': {'type': 'integer', 'title': 'Signal', 'default': 9}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
backtest_mean_reversion_rsi_bb
Run RSI + Bollinger Band mean-reversion strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_mean_reversion_rsi_bbArguments', 'required': ['ticker'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'rsi_lower': {'type': 'integer', 'title': 'Rsi Lower', 'default': 30}, 'rsi_upper': {'type': 'integer', 'title': 'Rsi Upper', 'default': 70}}}
backtest_rsi_mean_reversion
Run RSI mean-reversion strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_rsi_mean_reversionArguments', 'required': ['ticker'], 'properties': {'lower': {'type': 'integer', 'title': 'Lower', 'default': 30}, 'upper': {'type': 'integer', 'title': 'Upper', 'default': 70}, 'length': {'type': 'integer', 'title': 'Length', 'default': 14}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
backtest_sma_crossover
Run SMA crossover strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_sma_crossoverArguments', 'required': ['ticker'], 'properties': {'fast': {'type': 'integer', 'title': 'Fast', 'default': 50}, 'slow': {'type': 'integer', 'title': 'Slow', 'default': 200}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
backtest_trend_crossover
Run trend crossover strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_trend_crossoverArguments', 'required': ['ticker'], 'properties': {'fast': {'type': 'integer', 'title': 'Fast', 'default': 50}, 'slow': {'type': 'integer', 'title': 'Slow', 'default': 200}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
backtest_volatility_breakout
Run volatility breakout strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
Input schema 
{'type': 'object', 'title': 'backtest_volatility_breakoutArguments', 'required': ['ticker'], 'properties': {'length': {'type': 'integer', 'title': 'Length', 'default': 20}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
build_trade_plan
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.
Input schema 
{'type': 'object', 'title': 'build_trade_planArguments', 'required': ['ticker', 'equity'], 'properties': {'equity': {'type': 'number', 'title': 'Equity'}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '1y'}, 'ticker': {'type': 'string', 'title': 'Ticker'}, 'risk_pct': {'type': 'number', 'title': 'Risk Pct', 'default': 1.0}, 'direction': {'enum': ['long', 'short'], 'type': 'string', 'title': 'Direction', 'default': 'long'}}}
find_sector_stock_pipeline_tool
Run a multi-step pipeline: sector performance -> stock ranking -> strategy selection.
Input schema 
{'type': 'object', 'title': 'find_sector_stock_pipeline_toolArguments', 'properties': {'market': {'type': 'string', 'title': 'Market', 'default': 'india'}, 'top_n_stocks': {'type': 'integer', 'title': 'Top N Stocks', 'default': 3}, 'top_n_sectors': {'type': 'integer', 'title': 'Top N Sectors', 'default': 3}}}
generate_chart_pack
Generate the full institutional chart suite for dashboard rendering.
Input schema 
{'type': 'object', 'title': 'generate_chart_packArguments', 'required': ['tickers'], 'properties': {'amount': {'type': 'number', 'title': 'Amount', 'default': 10000}, 'market': {'type': 'string', 'title': 'Market', 'default': 'us'}, 'tickers': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Tickers'}, 'timeframe': {'type': 'string', 'title': 'Timeframe', 'default': '2y'}, 'company_ticker': {'type': 'string', 'title': 'Company Ticker', 'default': ''}}}
generate_charts
Generate charts for portfolio, strategy, quant, fundamentals, and sector pipeline.
Input schema 
{'type': 'object', 'title': 'generate_chartsArguments', 'required': ['tickers'], 'properties': {'amount': {'type': 'number', 'title': 'Amount', 'default': 10000}, 'market': {'type': 'string', 'title': 'Market', 'default': 'us'}, 'tickers': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Tickers'}, 'timeframe': {'type': 'string', 'title': 'Timeframe', 'default': '2y'}, 'company_ticker': {'type': 'string', 'title': 'Company Ticker', 'default': ''}}}
Output schema 
{'type': 'object', '$defs': {'Icon': {'type': 'object', 'title': 'Icon', 'required': ['src'], 'properties': {'src': {'type': 'string', 'title': 'Src'}, 'sizes': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Sizes', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}}, 'description': 'An icon for display in user interfaces.', 'additionalProperties': True}, 'Annotations': {'type': 'object', 'title': 'Annotations', 'properties': {'audience': {'anyOf': [{'type': 'array', 'items': {'enum': ['user', 'assistant'], 'type': 'string'}}, {'type': 'null'}], 'title': 'Audience', 'default': None}, 'priority': {'anyOf': [{'type': 'number', 'maximum': 1.0, 'minimum': 0.0}, {'type': 'null'}], 'title': 'Priority', 'default': None}}, 'additionalProperties': True}, 'TextContent': {'type': 'object', 'title': 'TextContent', 'required': ['type', 'text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}, 'type': {'type': 'string', 'const': 'text', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'Text content for a message.', 'additionalProperties': True}, 'AudioContent': {'type': 'object', 'title': 'AudioContent', 'required': ['type', 'data', 'mimeType'], 'properties': {'data': {'type': 'string', 'title': 'Data'}, 'type': {'type': 'string', 'const': 'audio', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'type': 'string', 'title': 'Mimetype'}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'Audio content for a message.', 'additionalProperties': True}, 'ImageContent': {'type': 'object', 'title': 'ImageContent', 'required': ['type', 'data', 'mimeType'], 'properties': {'data': {'type': 'string', 'title': 'Data'}, 'type': {'type': 'string', 'const': 'image', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'type': 'string', 'title': 'Mimetype'}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'Image content for a message.', 'additionalProperties': True}, 'ResourceLink': {'type': 'object', 'title': 'ResourceLink', 'required': ['name', 'uri', 'type'], 'properties': {'uri': {'type': 'string', 'title': 'Uri', 'format': 'uri', 'minLength': 1}, 'name': {'type': 'string', 'title': 'Name'}, 'size': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Size', 'default': None}, 'type': {'type': 'string', 'const': 'resource_link', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'icons': {'anyOf': [{'type': 'array', 'items': {'$ref': '#/$defs/Icon'}}, {'type': 'null'}], 'title': 'Icons', 'default': None}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Title', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}, 'description': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Description', 'default': None}}, 'description': 'A resource that the server is capable of reading, included in a prompt or tool call result.\n\nNote: resource links returned by tools are not guaranteed to appear in the results of `resources/list` requests.', 'additionalProperties': True}, 'EmbeddedResource': {'type': 'object', 'title': 'EmbeddedResource', 'required': ['type', 'resource'], 'properties': {'type': {'type': 'string', 'const': 'resource', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'resource': {'anyOf': [{'$ref': '#/$defs/TextResourceContents'}, {'$ref': '#/$defs/BlobResourceContents'}], 'title': 'Resource'}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'The contents of a resource, embedded into a prompt or tool call result.\n\nIt is up to the client how best to render embedded resources for the benefit\nof the LLM and/or the user.', 'additionalProperties': True}, 'BlobResourceContents': {'type': 'object', 'title': 'BlobResourceContents', 'required': ['uri', 'blob'], 'properties': {'uri': {'type': 'string', 'title': 'Uri', 'format': 'uri', 'minLength': 1}, 'blob': {'type': 'string', 'title': 'Blob'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}}, 'description': 'Binary contents of a resource.', 'additionalProperties': True}, 'TextResourceContents': {'type': 'object', 'title': 'TextResourceContents', 'required': ['uri', 'text'], 'properties': {'uri': {'type': 'string', 'title': 'Uri', 'format': 'uri', 'minLength': 1}, 'text': {'type': 'string', 'title': 'Text'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}}, 'description': 'Text contents of a resource.', 'additionalProperties': True}}, 'title': 'generate_chartsOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'anyOf': [{'$ref': '#/$defs/TextContent'}, {'$ref': '#/$defs/ImageContent'}, {'$ref': '#/$defs/AudioContent'}, {'$ref': '#/$defs/ResourceLink'}, {'$ref': '#/$defs/EmbeddedResource'}]}, 'title': 'Result'}}}
generate_optimized_verdict
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.
Input schema 
{'type': 'object', 'title': 'generate_optimized_verdictArguments', 'required': ['tickers'], 'properties': {'amount': {'type': 'number', 'title': 'Amount', 'default': 10000}, 'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '2y'}, 'tickers': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Tickers'}, 'optimize_type': {'enum': ['mvo', 'hrp', 'max_sharpe', 'min_volatility', 'black_litterman', 'cvar', 'semivariance'], 'type': 'string', 'title': 'Optimize Type', 'default': 'mvo'}}}
get_company_profile
Return a full company snapshot with business, valuation, and market metadata.
Input schema 
{'type': 'object', 'title': 'get_company_profileArguments', 'required': ['ticker'], 'properties': {'ticker': {'type': 'string', 'title': 'Ticker'}}}
get_news
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.
Input schema 
{'type': 'object', 'title': 'get_newsArguments', 'required': ['ticker'], 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 8}, 'ticker': {'type': 'string', 'title': 'Ticker'}}}
get_quote
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.
Input schema 
{'type': 'object', 'title': 'get_quoteArguments', 'required': ['tickers'], 'properties': {'tickers': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Tickers'}}}
plot_charts
Alias for chart generation; kept for natural plotting language in clients.
Input schema 
{'type': 'object', 'title': 'plot_chartsArguments', 'required': ['tickers'], 'properties': {'amount': {'type': 'number', 'title': 'Amount', 'default': 10000}, 'market': {'type': 'string', 'title': 'Market', 'default': 'us'}, 'tickers': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Tickers'}, 'timeframe': {'type': 'string', 'title': 'Timeframe', 'default': '2y'}, 'company_ticker': {'type': 'string', 'title': 'Company Ticker', 'default': ''}}}
Output schema 
{'type': 'object', '$defs': {'Icon': {'type': 'object', 'title': 'Icon', 'required': ['src'], 'properties': {'src': {'type': 'string', 'title': 'Src'}, 'sizes': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Sizes', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}}, 'description': 'An icon for display in user interfaces.', 'additionalProperties': True}, 'Annotations': {'type': 'object', 'title': 'Annotations', 'properties': {'audience': {'anyOf': [{'type': 'array', 'items': {'enum': ['user', 'assistant'], 'type': 'string'}}, {'type': 'null'}], 'title': 'Audience', 'default': None}, 'priority': {'anyOf': [{'type': 'number', 'maximum': 1.0, 'minimum': 0.0}, {'type': 'null'}], 'title': 'Priority', 'default': None}}, 'additionalProperties': True}, 'TextContent': {'type': 'object', 'title': 'TextContent', 'required': ['type', 'text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}, 'type': {'type': 'string', 'const': 'text', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'Text content for a message.', 'additionalProperties': True}, 'AudioContent': {'type': 'object', 'title': 'AudioContent', 'required': ['type', 'data', 'mimeType'], 'properties': {'data': {'type': 'string', 'title': 'Data'}, 'type': {'type': 'string', 'const': 'audio', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'type': 'string', 'title': 'Mimetype'}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'Audio content for a message.', 'additionalProperties': True}, 'ImageContent': {'type': 'object', 'title': 'ImageContent', 'required': ['type', 'data', 'mimeType'], 'properties': {'data': {'type': 'string', 'title': 'Data'}, 'type': {'type': 'string', 'const': 'image', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'type': 'string', 'title': 'Mimetype'}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, 'description': 'Image content for a message.', 'additionalProperties': True}, 'ResourceLink': {'type': 'object', 'title': 'ResourceLink', 'required': ['name', 'uri', 'type'], 'properties': {'uri': {'type': 'string', 'title': 'Uri', 'format': 'uri', 'minLength': 1}, 'name': {'type': 'string', 'title': 'Name'}, 'size': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Size', 'default': None}, 'type': {'type': 'string', 'const': 'resource_link', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'icons': {'anyOf': [{'type': 'array', 'items': {'$ref': '#/$defs/Icon'}}, {'type': 'null'}], 'title': 'Icons', 'default': None}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Title', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}, 'description': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Description', 'default': None}}, '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.', 'additionalProperties': True}, 'EmbeddedResource': {'type': 'object', 'title': 'EmbeddedResource', 'required': ['type', 'resource'], 'properties': {'type': {'type': 'string', 'const': 'resource', 'title': 'Type'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'resource': {'anyOf': [{'$ref': '#/$defs/TextResourceContents'}, {'$ref': '#/$defs/BlobResourceContents'}], 'title': 'Resource'}, 'annotations': {'anyOf': [{'$ref': '#/$defs/Annotations'}, {'type': 'null'}], 'default': None}}, '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.', 'additionalProperties': True}, 'BlobResourceContents': {'type': 'object', 'title': 'BlobResourceContents', 'required': ['uri', 'blob'], 'properties': {'uri': {'type': 'string', 'title': 'Uri', 'format': 'uri', 'minLength': 1}, 'blob': {'type': 'string', 'title': 'Blob'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}}, 'description': 'Binary contents of a resource.', 'additionalProperties': True}, 'TextResourceContents': {'type': 'object', 'title': 'TextResourceContents', 'required': ['uri', 'text'], 'properties': {'uri': {'type': 'string', 'title': 'Uri', 'format': 'uri', 'minLength': 1}, 'text': {'type': 'string', 'title': 'Text'}, '_meta': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Meta', 'default': None}, 'mimeType': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Mimetype', 'default': None}}, 'description': 'Text contents of a resource.', 'additionalProperties': True}}, 'title': 'plot_chartsOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'anyOf': [{'$ref': '#/$defs/TextContent'}, {'$ref': '#/$defs/ImageContent'}, {'$ref': '#/$defs/AudioContent'}, {'$ref': '#/$defs/ResourceLink'}, {'$ref': '#/$defs/EmbeddedResource'}]}, 'title': 'Result'}}}
price_alert
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.
Input schema 
{'type': 'object', 'title': 'price_alertArguments', 'required': ['action'], 'properties': {'note': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Note', 'default': None}, 'level': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Level', 'default': None}, 'action': {'enum': ['set', 'list', 'delete', 'check'], 'type': 'string', 'title': 'Action'}, 'ticker': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Ticker', 'default': None}, 'alert_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Alert Id', 'default': None}, 'direction': {'anyOf': [{'enum': ['above', 'below'], 'type': 'string'}, {'type': 'null'}], 'title': 'Direction', 'default': None}}}
scan_watchlist
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.
Input schema 
{'type': 'object', 'title': 'scan_watchlistArguments', 'required': ['tickers'], 'properties': {'period': {'enum': ['1d', '5d', '1mo', '3mo', '6mo', '1y', '2y', '5y', '10y', 'ytd', 'max'], 'type': 'string', 'title': 'Period', 'default': '1y'}, 'tickers': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Tickers'}}}
History

Recent tool changes

Added
analyze_statistics
Sept. 17, 2026, 12:45 p.m.
Added
analyze_volume
Sept. 17, 2026, 12:45 p.m.
Added
analyze_volatility
Sept. 17, 2026, 12:45 p.m.
Added
analyze_trend
Sept. 17, 2026, 12:45 p.m.
Added
analyze_technical_levels
Sept. 17, 2026, 12:45 p.m.
Added
analyze_momentum
Sept. 17, 2026, 12:45 p.m.
Added
plot_charts
Sept. 17, 2026, 12:45 p.m.
Added
generate_charts
Sept. 17, 2026, 12:45 p.m.
Added
generate_chart_pack
Sept. 17, 2026, 12:45 p.m.
Added
backtest_volatility_breakout
Sept. 17, 2026, 12:45 p.m.
Added
backtest_trend_crossover
Sept. 17, 2026, 12:45 p.m.
Added
backtest_sma_crossover
Sept. 17, 2026, 12:45 p.m.
Added
backtest_rsi_mean_reversion
Sept. 17, 2026, 12:45 p.m.
Added
backtest_mean_reversion_rsi_bb
Sept. 17, 2026, 12:45 p.m.
Added
backtest_macd_trend_follower
Sept. 17, 2026, 12:45 p.m.
Added
backtest_macd_momentum
Sept. 17, 2026, 12:45 p.m.
Added
analyze_sector_intelligence_tool
Sept. 17, 2026, 12:45 p.m.
Added
find_sector_stock_pipeline_tool
Sept. 17, 2026, 12:45 p.m.
Added
get_news
Sept. 17, 2026, 12:45 p.m.
Added
price_alert
Sept. 17, 2026, 12:45 p.m.
Added
scan_watchlist
Sept. 17, 2026, 12:45 p.m.
Added
build_trade_plan
Sept. 17, 2026, 12:45 p.m.
Added
get_quote
Sept. 17, 2026, 12:45 p.m.
Added
get_company_profile
Sept. 17, 2026, 12:45 p.m.
Added
generate_optimized_verdict
Sept. 17, 2026, 12:45 p.m.
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