广告合作
MCP.so
登录

MCP Data Visualization Server

@xoniks

代码仓库

基本信息

分类

数据库

传输方式

stdio

作者

xoniks

提交者

Egezon Baruti

关于 MCP Data Visualization Server

Transform natural language into beautiful, interactive data visualizations. This server uniquely integrates powerful technologies like DuckDB, Ollama, and Plotly, streamlining complex data analysis workflows into a single, conversational experience within the Model Context Protoc

#data-visualization#duckdb#ollama#plotly#llm#natural-language#analytics#privacy#mcp#conversational-ai

MCP Data Visualization Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "data-viz-server": {
      "command": "C:/Github/mcp-visualization-duckdb/.venv/Scripts/python.exe",
      "args": [
        "C:/Github/mcp-visualization-duckdb/mcp_server.py"
      ],
      "cwd": "C:/Github/mcp-visualization-duckdb",
      "env": {
        "DUCKDB_DATABASE_PATH": "C:/Github/mcp-visualization-duckdb/data/mcp.duckdb",
        "PYTHONIOENCODING": "utf-8"
      }
    }
  }
}

MCP Data Visualization Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Mcp Data Visualization Server?

A Model Context Protocol server that transforms natural language into interactive data visualizations using DuckDB for data storage, Plotly for chart generation, and Ollama for local LLM processing. It integrates with Claude Desktop to let users manage databases, analyze data, and create charts through conversational commands.

How to use Mcp Data Visualization Server?

Install Python 3.8+, Ollama, and Claude Desktop. Clone the repository, create a virtual environment, install dependencies (mcp, duckdb, pandas, plotly, ollama, etc.), start Ollama, pull a model (e.g., qwen2:0.5b), and add the server configuration to Claude Desktop’s claude_desktop_config.json. Restart Claude Desktop and chat using natural language requests.

Key features of Mcp Data Visualization Server

  • Natural language interface for database management and chart creation
  • Interactive charts (bar, line, scatter, pie, histogram, box, heatmap, area)
  • Flexible database switching with an interactive browser
  • Local LLM processing via Ollama for privacy
  • Automatic statistical insights and pattern detection
  • SQL injection protection and input validation

Use cases of Mcp Data Visualization Server

  • Business analytics: sales dashboards, customer segmentation, regional performance
  • Data science: exploratory analysis, correlation heatmaps, outlier detection
  • Quick ad‑hoc queries and visualizations without writing SQL or code
  • Privacy‑focused analysis where all data stays on the local machine

常见问题

1

What are the prerequisites for running the server?

Python 3.8+, Ollama installed and running, and Claude Desktop installed. A lightweight Ollama model such as `qwen2:0.5b` is recommended.

2

How is data stored and processed?

Data is stored in local DuckDB database files (`.duckdb`). All processing happens on your machine; no data is sent to external services.

3

Does the server require an internet connection?

No. The LLM runs locally via Ollama, and all database operations are local. An internet connection is only needed for initial installation of dependencies or pulling an Ollama model.

4

What chart types are available?

Bar, line, scatter, pie, histogram, box, heatmap, and area charts. Chart type suggestions and guided configuration are available through natural language.

5

How can I switch to a different database?

Use natural language commands like “Switch to in-memory database” or “Connect to C:/path/to/database.duckdb”, or use the `browse_databases` and `change_database` tools.

评论

数据库 分类下的更多 MCP 服务器

Sqlite

modelcontextprotocol

Model Context Protocol Servers

88.1K

Fund Momentum MCP Server

schneidavie

Fund Momentum MCP Server — VC intelligence for AI assistants. 1000+ active VC funds, live investor signals, AI-powered startup matching.

MySQL MCP Server

designcomputer

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

1.3K

nuzur

nuzur is a model-first database platform for MySQL and PostgreSQL. The MCP server lets any AI assistant or agent (Claude, Cursor, Gemini, or anything else that speaks MCP) design your schema, query your data, generate mi

MCP Alchemy

runekaagaard

A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.

412
广告合作