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bi-chart-mcp-server

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An MCP (Model Context Protocol) server for data transformation and BI charts will allow AI assistants to connect to your data sources, transform data, and generate high-quality visualizations through natural language requests.

13 stars PythonAI & Machine Learning Updated Jul 11, 2025

Documentation

BI Chart MCP Server

This project implements the BI Chart MCP Server using Python. Previously, the functionality was prototyped with TypeScript, but the current and maintained version is built with Python.

Project Structure

  • mcp_bi_visualizer/: Contains the main server code and modules.
    • `server.py`: Main entry point for starting the MCP server.
    • data/: Data loading and processing modules.
      • `loader.py`
      • `processor.py`
    • resources/: Modules to manage project resources.
      • `manager.py`
      • `memo.py`
    • visualization/: Visualization components.
      • `renderer.py`
      • `vega_lite.py`
  • scripts/
    • `run_server.py`: A script to launch the server.
  • tests/: Unit tests for the server and visualization components.
  • Other files include configuration files (e.g., `pyproject.toml`, `requirements.txt`, `setup.py`) and documentation.

Installation

1. Clone the repository.

2. Create a virtual environment and activate it:

code
python -m venv .venv
   .venv\Scripts\activate   # On Windows

3. Install the required dependencies:

code
pip install -r requirements.txt

Running the Server

You can run the server using the provided script:

code
python scripts/run_server.py

Alternatively, you can start the server directly from the module:

code
python -m mcp_bi_visualizer.server

Testing

Run the tests using your preferred test runner. For example, with pytest:

code
pytest

Notes

  • The project has been migrated from a TypeScript-based implementation to Python.
  • For any issues or contributions, please refer to the CONTRIBUTING.md file.

Enjoy using the BI Chart MCP Server!

Frequently asked questions

What is bi-chart-mcp-server?

bi-chart-mcp-server is An MCP (Model Context Protocol) server for data transformation and BI charts will allow AI assistants to connect to your data sources, transform data, and generate high-quality visualizations through natural language requests.

How do I install bi-chart-mcp-server?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is bi-chart-mcp-server open source?

Yes — it is hosted on GitHub at https://github.com/c-cf/BI-Chart-MCP-Server and has 13 stars.

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