pepper-ming/fastapi_mcp_server
3.1
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FastAPI MCP Server is a statistical analysis and machine learning inference service platform based on the Model Context Protocol (MCP).
Tools
Functions exposed to the LLM to take actions
calculate_descriptive_statistics
Calculates descriptive statistics.
perform_hypothesis_test
Executes hypothesis testing.
calculate_correlation
Performs correlation analysis.
perform_regression
Conducts regression analysis.
forecast_timeseries
Performs time series forecasting.
detect_anomalies
Detects anomalies in data.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client