bhvsh15/loops-and-layers-mcp
If you are the rightful owner of loops-and-layers-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
The Loops & Layer MCP Business Management System is a cutting-edge solution that leverages the Model Context Protocol to streamline business operations through a chat interface.
Loops & Layer — MCP Business Management System
This project is a business management system built using the Model Context Protocol (MCP), where database operations such as creating customers, adding products, updating orders, etc. can be performed through a chat interface instead of writing SQL queries or using a dashboard.
The MCP server exposes a set of tools (CRUD operations) and the client — such as Claude Desktop with MCP enabled — can call these tools to interact with the database in real time.
📌 Features
- Manage customers, products, orders, and payments through natural language
- Custom MCP server with database-backed tools
- Works with any MCP-compatible client (not tied to a specific UI)
- SQLAlchemy ORM + MySQL backend
- Supports full CRUD operations:
- Add / get / update / delete customer
- Add / get / update / delete product
- Add / list / update order
- Payment + order summary formatting
- Responses formatted as chat-friendly summaries
🛠️ Tech Stack
| Component | Tool |
|---|---|
| Language | Python 3.11 |
| Database | MySQL (SQLAlchemy ORM) |
| Protocol | Model Context Protocol (MCP) |
| Client Used for Testing | Claude Desktop |
| Env handling | python-dotenv |
| Package manager | uv |