P

mcp-server

Created Oct 19, 2025 by AI-FOR-DEVS

Language:

Python

Stars:

5

Forks:

3

README

Chakra MCP Server

PyPI version License: MIT Python versions

mcp

A native integration with Anthropic's Model Context Protocol (MCP). Allows you to interact with your database and subscribed data shares using natural language.

Features

  • Natural Language Queries: Query your database using natural language.
  • Data Share Interactions: Interact with subscribed data shares. For example, if you have subscribed to a financial data share, you can ask questions like "What is the stock price of Tesla?"
  • Database Management: Create, update, and delete tables.

Demo

https://github.com/user-attachments/assets/0d1b3588-4dec-4fae-8396-d1794177a23c

Prerequisites

  • Python 3.11+
  • uv. On MacOS, you can install it using Homebrew: brew install uv.
  • Claude Desktop
  • Chakra Account - sign up here

Finding your DB Session Key

  1. Login to the Chakra Console
  2. Select Settings
  3. Navigate to the releveant database and copy the DB Session Key (not the access key or secret access key)

https://github.com/user-attachments/assets/9f1c1ab8-cb87-42a1-8627-184617bbb7d7

Installation

Automated Using OpenTools (Easier)

Install OpenTools prerequisites.

Then run:

npx opentools@latest i chakra

Manual Setup (More Work)

Add the following to your claude_desktop_config.json file:

  • On MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json

  • On Windows: %APPDATA%/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "chakra": {
      "command": "uvx",
      "args": ["chakra-mcp"],
      "env": {
        "db_session_key": "YOUR_DB_SESSION_KEY"
      }
    }
  }
}

Architecture

Disclaimers

  • MCP is extremely early. The experience in Claude Desktop is suboptimal - every time you use the server, you have to grant access explicitly. This is a design decision on Anthropic's part and is not yet configurable.
  • Setup is rough around the edges. We have worked closely with the folks at OpenTools to make this as seamless as possible, but there is room for improvement. We are looking forward to an MCP GUI experience in the future, but for now, users must use the command-line.
  • Today, the server runs on the user's local machine. Anthropic's roadmap includes a hosted server option, which we will support. This will make authentication, setup, and performance much better.

License

MIT License - see LICENSE file for details.

Support

For support and questions, please open an issue in the GitHub repository or reach out to us on Discord.

Contributing

Creating a new build:

uv build

Publishing a new version:

uv publish
Last updated: Oct 19, 2025

Publisher info

AI-FOR-DEVS's avatar

AI-FOR-DEVS

50
followers
0
following
3
repos

More MCP servers built with Python

Stable Diffusion WebUI

Stable Diffusion web UI

By AUTOMATIC1111 160.1K
Transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

By huggingface 155.5K
PyTorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

By pytorch 96.8K