JJaniel/dataset-analyser-MCP
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The Dataset Analyzer MCP is a Metacontroller-Plane server designed for intelligent dataset analysis, with a focus on biomedical data.
Tools
Functions exposed to the LLM to take actions
Data Loader
Tools for listing datasets and retrieving data samples.
Data Analyzer
Tools for getting dataset information and finding similar columns.
Data Visualizer
Tool for generating histograms for numeric columns.
Data Preprocessor
Tools for executing code, handling missing values, and removing duplicates.
Feature Engineer
Tool for creating interaction terms between numeric columns.
Biomedical Tools
Tool for mapping gene identifiers between databases.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client