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MCP Analyst
MCP Analyst is an MCP server that enables Claude to analyze local CSV or Parquet files, suitable for scenarios involving large datasets that exceed the context window limit or require cost optimization.
rating : 2.5 points
downloads : 7.7K
What is MCP Analyst?
MCP Analyst is a server extension specifically designed for Claude, allowing the AI to directly analyze data files (in CSV or Parquet format) on your local computer without uploading the entire file to the cloud.How to use MCP Analyst?
Simply install and configure it, and Claude can access the specified local data files for analysis. It is particularly suitable for handling large files that exceed the context window limit.Applicable Scenarios
When you need to analyze large datasets (such as sales records, user behavior data, etc.) or want to avoid uploading sensitive data to the cloud, this is the ideal solution.Main Features
Local Data Processing
Process data files directly on your device without uploading them to the cloud server
Large File Support
Break through the context window limit and process CSV/Parquet files of any size
Multi-file Analysis
Support simultaneous analysis of multiple data files in the same directory
Advantages
Cost-saving - No need to upload the entire file to the AI service
Privacy protection - Sensitive data remains local
Processing power - Can analyze extremely large datasets
Limitations
Requires local installation and configuration
Only supports CSV and Parquet formats
Analysis speed is limited by local hardware
How to Use
Install the uv tool
First, you need to install the uv tool to run the MCP server
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Configure Claude
Modify Claude's configuration file to add the MCP Analyst server
Specify the data file location
Replace the placeholder in the configuration file with your actual data file path
Usage Examples
Sales Data Analysis
Analyze the quarterly sales data CSV file to find the best-selling products and time periods
Multi-file Merged Analysis
Simultaneously analyze customer feedback data from multiple months
Frequently Asked Questions
How many files can I analyze?
Will the data leave my computer?
Which file formats are supported?
Related Resources
uv Official Documentation
Installation and usage guide for the uv tool
CSV Format Specification
Standard reference for the CSV file format
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