ZongtaiL/MCP-Demo
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This repository demonstrates a Model Context Protocol (MCP) server and host implementation exposing quantitative finance tools.
Tools
Functions exposed to the LLM to take actions
get_price
Fetch latest stock/ETF prices from online sources.
trading_calendar
Generate US trading/business days between two dates (holiday aware).
monte_carlo_pricer
Monte Carlo pricer for European options (GBM model).
vol_surface
Implied volatility surface interpolation with bilinear method.
risk_metrics
Compute risk metrics (VaR, Expected Shortfall) from PnL series.
get_time
Utility to return current system time.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client