mcp-server-scikit-learn
by shibuiwilliam
This is a Model Context Protocol server for Scikit-learn, providing a standardized interface for interacting with Scikit-learn models and datasets.
Last updated: N/A
What is mcp-server-scikit-learn?
A Model Context Protocol server for Scikit-learn, designed to provide a standardized way to interact with Scikit-learn models and datasets.
How to use mcp-server-scikit-learn?
Clone the repository, navigate to the directory, and launch the MCP inspector using npm or add the tool as an MCP server in your configuration.
Key features of mcp-server-scikit-learn
Train and evaluate Scikit-learn models
Handle datasets and data preprocessing
Model persistence and loading
Feature engineering and selection
Model evaluation metrics
Cross-validation and hyperparameter tuning
Use cases of mcp-server-scikit-learn
Serving Scikit-learn models in a standardized way
Integrating Scikit-learn models with other MCP-compatible tools
Experimenting with different Scikit-learn models and datasets
Automating model deployment and management
FAQ from mcp-server-scikit-learn
What is MCP?
What is MCP?
Model Context Protocol, a standardized interface for interacting with models.
What is Scikit-learn?
What is Scikit-learn?
A popular Python library for machine learning.
How do I install the dependencies?
How do I install the dependencies?
Use pip install -e ".[dev]" after activating a virtual environment.
How do I run the tests?
How do I run the tests?
Use pytest -s -v tests/ after installing the dependencies.
Where can I find the license?
Where can I find the license?
In the LICENSE file.