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Data Science Agents Simplified
by will-hill
Practical guide and MCP server implementation for building simplified data science agents with LangGraph.
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Works in:claude
Exposes:ToolsResources
What it does
Connects LLMs to data science workflows, enabling the AI to create Plotly visualizations from pandas DataFrames and orchestrate multi-agent systems for data analysis.
Tools
plot_data: Generates interactive Plotly charts from dataframes.analyze_dataset: Performs automated exploratory data analysis on provided CSVs.orchestrate_agents: Manages hand-offs between specialized data science sub-agents.
Installation
{
"mcpServers": {
"data-science-simplified": {
"command": "python3",
"args": ["/path/to/006_MCP_Server.py"]
}
}
}
Supported hosts
- Claude Desktop
- LangGraph Studio
Quick install
python3 006_MCP_Server.pyInformation
- Pricing
- free
- Published
- 5/24/2026
- stars
