How I Built a Privacy-First Healthcare AI Agent Using MCP and Local LLMs

The author developed healthcare AI agents that process patient data locally, eliminating cloud transmission and ensuring full HIPAA compliance. These tools, such as a patient data summarizer and lab result interpreter, run on local LLMs like Gemma 4 via Ollama.