MCP-SERVER
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Overview
Provides an MCP server for automated data analysis workflows including loading datasets, cleaning data, sentiment analysis, clustering, topic extraction, and generating comprehensive reports with visualizations for an AI client.
Installation
python main.pySecurity Notes
The server uses `stdio` transport, which primarily facilitates local inter-process communication (e.g., with Claude Desktop), thus inherently limiting direct external network exposure. No `eval` or direct command injection via user input was identified. However, tools like `load_dataset` and `run_full_analysis` accept a `path` argument, which, if unsanitized and combined with a directory traversal attempt (e.g., `../../../../etc/passwd`), could potentially allow unauthorized reading of local files via Pandas. This is a moderate risk, primarily due to the local execution context for tool invocation.
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