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MCP Analyst

@unravel-team

Repository

About MCP Analyst

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

Basic information

Category

Data & Analytics

Runtime

python

Transports

stdio

Publisher

unravel-team

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "analyst": {
      "command": "uvx",
      "args": [
        "mcp-analyst",
        "--file_location",
        "<replace_this_with_path_to_csv_or_parquet_files_on_your_machine>"
      ]
    }
  }
}

Tools

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Overview

What is MCP Analyst?

MCP Analyst is an MCP server that empowers Claude to analyze local CSV or Parquet files. It is intended for datasets larger than the context window or when uploading the full file is not desired to optimize cost.

How to use MCP Analyst?

Install uv (required runtime) then add the server to your Claude desktop configuration file with the command uvx mcp-analyst --file_location <path_to_csv_or_parquet_files>. On macOS the config is at ~/Library/Application Support/Claude/claude_desktop_config.json; on Windows at %APPDATA%/Claude/claude_desktop_config.json.

Key features of MCP Analyst

  • Works with local CSV and Parquet files
  • Handles datasets larger than Claude’s context window
  • Reduces cost by avoiding full file uploads
  • Supports file globs for batch analysis
  • Installed via uvx with a single command

Use cases of MCP Analyst

  • Analyze large CSV exports without uploading the entire file
  • Query local Parquet datasets that exceed context limits
  • Run cost‑efficient data analysis by loading only needed rows
  • Process multiple CSV files in a directory using glob patterns

FAQ from MCP Analyst

What file formats does MCP Analyst support?

MCP Analyst supports CSV and Parquet files.

How can I analyze more than one CSV file?

Use a glob pattern in the --file_location argument, for example data/*.csv to include all CSV files in the data directory.

What runtime is required to run MCP Analyst?

The server requires uv (installable via Homebrew on macOS or winget on Windows).

Where is the server configuration defined?

The server is added to Claude’s desktop configuration file (claude_desktop_config.json) under the mcpServers key.

Comments

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