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MCP Server for Data Exploration

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Overview

MCP Server is a versatile tool designed for interactive data exploration, acting as your personal Data Scientist assistant by transforming complex datasets into clear and actionable insights.

To use MCP Server, download the Claude Desktop application, install it, and then load your data templates. Begin exploring data by providing the input details such as the path to your CSV file and the specific topic you want to analyze.

  • Interactive data exploration capabilities - Supports loading CSV data - Allows executing custom Python scripts for enhanced analysis - Provides tailored prompt templates for streamlined data queries
  1. Analyzing housing price trends in California using real estate datasets.
  2. Exploring historical weather patterns using comprehensive weather history datasets.
  3. Generating visual reports and insights for presentation and research purposes.

Add to your AI client

Use these steps to connect MCP Server for Data Exploration in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "reading-plus-ai-mcp-server-data-exploration-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-reading-plus-ai-mcp-server-data-exploration-mcp-mirror"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "reading-plus-ai-mcp-server-data-exploration-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-reading-plus-ai-mcp-server-data-exploration-mcp-mirror"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "reading-plus-ai-mcp-server-data-exploration-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-reading-plus-ai-mcp-server-data-exploration-mcp-mirror"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "reading-plus-ai-mcp-server-data-exploration-mcp-mirror": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-reading-plus-ai-mcp-server-data-exploration-mcp-mirror"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "reading-plus-ai-mcp-server-data-exploration-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-reading-plus-ai-mcp-server-data-exploration-mcp-mirror"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "reading-plus-ai-mcp-server-data-exploration-mcp-mirror": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-reading-plus-ai-mcp-server-data-exploration-mcp-mirror"
      ]
    }
  }
}

FAQ

**Can MCP Server analyze any type of dataset?**

Yes! It can analyze any dataset that can be formatted as a CSV file.

**Is MCP Server free to use?**

Yes! MCP Server is an open-source project and is free for everyone to use.

**How can I contribute to MCP Server?**

You can contribute by fixing bugs, adding new features, or improving the documentation. Issues and suggestions can be reported in the GitHub repository.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":597,"uuid":"c74a9276-3747-486a-84fb-cb6654d5db98","name":"reading-plus-ai_mcp-server-data-exploration","title":"MCP Server for Data Exploration","description":"Mirror of","avatar_url":"https://avatars.githubusercontent.com/u/192820360?v=4","created_at":"$D2024-12-30T03:23:39.091Z","updated_at":"$D2025-01-05T02:59:40.860Z","status":"created","author_name":"MCP-Mirror","author_avatar_url":"https://avatars.githubusercontent.com/u/192820360?v=4","tags":"data-exploration,data-science,interactive-tools","category":"research-and-data","is_featured":false,"sort":1,"url":"https://github.com/MCP-Mirror/reading-plus-ai_mcp-server-data-exploration","target":"_self","content":"$29","summary":"$2a","img_url":"https://camo.githubusercontent.com/b22a2d02f55fa41a49eeb42f705759deef79c9843b7ab014b0f264a8dd9ef66b/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f52515a62657561483959732f687164656661756c742e6a7067","type":null,"metadata":null,"user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

Research and data