Azure Terminal Copilot
What is Azure Terminal Copilot
azure-terminal-copilot is a Python-based Azure CLI assistant that utilizes natural language processing to facilitate Azure command execution, leveraging the Azure MCP Server.
Use cases
Use cases include querying Azure resource groups, automating routine Azure CLI commands, and enhancing user interaction with Azure services through natural language.
How to use
To use azure-terminal-copilot, clone the repository, set up a virtual environment with uv, install the necessary packages, configure the .env file with your local addresses for Ollama and Azure MCP, and run the main script using Python.
Key features
Key features include natural language processing for Azure commands, easy installation through Python package management, and the ability to experiment with different models for improved performance.
Where to use
azure-terminal-copilot can be used in cloud computing environments, particularly for managing Azure resources and automating command execution through natural language queries.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Azure Terminal Copilot
azure-terminal-copilot is a Python-based Azure CLI assistant that utilizes natural language processing to facilitate Azure command execution, leveraging the Azure MCP Server.
Use cases
Use cases include querying Azure resource groups, automating routine Azure CLI commands, and enhancing user interaction with Azure services through natural language.
How to use
To use azure-terminal-copilot, clone the repository, set up a virtual environment with uv, install the necessary packages, configure the .env file with your local addresses for Ollama and Azure MCP, and run the main script using Python.
Key features
Key features include natural language processing for Azure commands, easy installation through Python package management, and the ability to experiment with different models for improved performance.
Where to use
azure-terminal-copilot can be used in cloud computing environments, particularly for managing Azure resources and automating command execution through natural language queries.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
Azure Terminal Copilot
A Python-based Azure CLI assistant that provides natural language processing capabilities for Azure commands, leveraging Azure MCP Server.
Prerequisites
- Python 3.11+ (as specified in pyproject.toml)
- Azure CLI installed and configured
- Ollama with a model downloaded
- uv for Python package management
- Azure MCP server installed and running
Installation
-
Clone the repo
git clone https://github.com/yourusername/azure-terminal-copilot.git cd azure-terminal-copilot -
Open the terminal and Start a virtual env with uv
uv venv -
Install packages using uv
uv pip install . -
Run Ollama and make note of its local address
-
Run Azure MCP server and make note of its local address
-
Rename
.env-sampleto.env -
I provided dummy values there so make sure to update with the values that correspond to your locally running ollama, Azure MCP, and model you want to use
-
Now you can run
python main.py
Learning
Once the program is running, try a few things:
- Try providing a query like ‘list all my resource groups’, is the command you expect to be executed being ran?
- Try different models, notice which ones perform better?
- Try tweaking the system prompt, how would you improve it?
Troubleshooting
- Make sure your azure cli is logged in, azure MCP uses that as auth
License
This project is licensed under the MIT License - see the LICENSE file for details.
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
