Skip to main content
Glama
Sign In
BI Chart MCP Server

BI Chart MCP Server

by c-cf
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python

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.

Related MCP server: data-analysis-mcp

Installation

  1. Clone the repository.

  2. Create a virtual environment and activate it:

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

  3. Install the required dependencies:

    pip install -r requirements.txt

Running the Server

You can run the server using the provided script:

python scripts/run_server.py

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

python -m mcp_bi_visualizer.server

Testing

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

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!

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    This server cannot be deployed

    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

    Resources

    Related MCP Connectors

    Related MCP Servers

    • ChatBI MCP Server

      Steven-Luo
      F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI-powered business intelligence and data analysis using pandas and LLM code generation. Supports automated data processing, statistical analysis, and visualization creation through natural language interactions.
      15
      -

    • data-analysis-mcp

      BACH-AI-Tools
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.
      MIT

    • Viz MCP Server

      ceeyang-ai
      A
      license
      A
      quality
      C
      maintenance
      Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.
      5
      MIT

    • llm-analytics-mcp

      Kirill-FD
      F
      license
      Not graded
      quality
      C
      maintenance
      Enables LLM clients to load, clean, visualize, and analyze tabular datasets, and to generate multi-format analytic reports through natural language instructions.
      -