Today on GitHub, several interesting new projects have emerged, spanning security vulnerability detection, AI-powered tools, data analysis, and privacy-focused solutions.

• mcp-shield: Uses AI-powered analysis to scan Model Context Protocol (MCP) servers for vulnerabilities like tool poisoning and data exfiltration.
• MackingJAI: Allows users to mock the OpenAI API with ChatGPT Desktop and Apple Shortcuts, enabling experimentation without an API key.
• NameMimicker: A tool for generating visually similar strings using Unicode and obfuscation techniques to test homoglyph-based attacks.
• r1-interpretability: Open-sources state-of-the-art SAEs trained on the DeepSeek R1 reasoning model, along with datasets and SQL databases.
• comfyui-agent: A ComfyUI agent that uses the ChatGPT API to provide real-time AI-powered assistance and guidance for ComfyUI users.
• QBin-SyncClipboard: An open-source, privacy-focused clipboard synchronization solution across devices.
• FinLabPy: Provides a free system for analyzing markets, prototyping trading ideas, testing trading systems, and launching automated trading.