Strands Agents Tools provides a model-driven framework for creating AI agents with ready-to-use capabilities. It integrates with multiple LLM providers including Anthropic, OpenAI, Bedrock, LiteLLM, and Ollama. The toolkit includes MCP server integration for extending agent capabilities, multi-agent system support, and OpenTelemetry instrumentation for observability and evaluation.