This project demonstrates how to combine the local Ollama model with the Pydantic proxy framework to create intelligent agents and use tools through the MCP server, while providing a Streamlit user interface.

SoliPy is an intelligent interface project that allows users to control the SolidWorks software through natural language (Persian and English) and automatically generate VBS scripts to execute design commands.

Brummer is a terminal user interface tool that supports multiple package managers, provides intelligent log management and real - time monitoring, and integrates the MCP server for external tool access.

VIPER is a powerful and flexible red team platform that integrates core tools and functions required for adversary simulation and red team operations. It supports multi-platform operations, has a rich set of built-in modules, allows for custom extensions, and features automated workflows. It also provides a user-friendly interface and LLM intelligent agent support.