Articles about building and operating AI agents with MCP, A2A, and LLM orchestration
Connect MCP (Model Context Protocol) servers to Strands Agents SDK and extend your agent with external tools. Walk through the AWS documentation search MCP server hands-on, and combine MCP tools with custom @tool functions.
Deep dive into Strands Agents SDK custom tools. Build multi-step tool chains, observe how the LLM handles tool errors gracefully, and control agent behavior with system prompts — all verified with real code and metrics.
Walk through the Strands Agents SDK Python Quickstart hands-on, explaining the agent loop, custom tools, and metrics with working code. A few dozen lines of Python is all it takes.