Bridging Google ADK and MCP: Building Framework-Agnostic AI Tools

Introduction The AI agent ecosystem is fragmented. Every framework — LangChain, Google ADK, CrewAI, AutoGen — has its own tool format, its own abstractions, and its own way of connecting agents to cap