simple-db-mcp-server by RaviMehta90 - MCP Server

Simple DB MCP Server

A lightweight MCP (Model Context Protocol) server built in Python for performing CRUD operations on a local SQLite database. Designed for fast iteration, Claude Desktop integration, and AI agent control via Ollama using the tool-calling-capable qwen:14b model.

🚀 Features

MCP-compliant Python server
SQLite database (mcp_ecommerce.db)
Compatible with Claude Desktop via uv run mcp install
Client script for testing local interactions
Ollama-compatible with tool-calling enabled via qwen:14b
Managed cleanly with uv and pyproject.toml — no pip required

📁 Project Structure

simple-db-mcp-server/
├── db.py             # SQLite utility functions
├── server.py         # MCP server logic
├── client.py         # Example MCP client
├── mcp_ecommerce.db  # Sample database
├── pyproject.toml    # Project & dependency config
├── .gitignore
├── LICENSE
└── README.md

⚙️ Requirements

Python 3.11+
uv
Ollama (local AI inference engine)
qwen:14b model (supports tool calling)
Claude Desktop (optional)

🧠 Setting Up Ollama & Qwen

Make sure you have Ollama installed and running before starting the server or interacting via an agent.

1. Install Ollama

curl -fsSL https://ollama.com/install.sh | sh

Or download it from: https://ollama.com/download

2. Pull the Tool-Calling Model: `qwen:14b`

ollama pull qwen:14b

qwen:14b is a powerful open-source LLM that supports function/tool calling, required for AI agents to invoke this MCP server.

⚙️ Project Setup with `uv`

1. Install `uv`

curl -Ls https://astral.sh/uv/install.sh | bash

2. Clone and Navigate

git clone https://github.com/RaviMehta90/simple-db-mcp-server.git
cd simple-db-mcp-server

3. Create and Activate a Virtual Environment

uv venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

4. Install Dependencies

uv sync

🖥️ Register the Server with Claude Desktop

uv run mcp install server.py

✅ Output Example

[07/07/25 21:35:38] INFO     Added server 'ecommerce-sqlite' to Claude config
                    INFO     Successfully installed ecommerce-sqlite in Claude app

🧪 Running the Client

To interact with the MCP server via command-line client:

uv run client.py

🗃️ Sample Database

The SQLite file mcp_ecommerce.db contains prepopulated tables (e.g. users, products). You can explore it with any SQLite viewer or use:

sqlite3 mcp_ecommerce.db

📜 License

This project is licensed under the .

🙋 Support

Questions, ideas, or contributions welcome!
Contact @RaviMehta90 or open an issue.

RaviMehta90/simple-db-mcp-server