I evaluated several AI agent frameworks (LangChain, CrewAI, AWS Strands, and Google ADK) across various use cases such as multi-agent collaboration, integration with MCP tools, support for multiple models, and workflow orchestration. Among them, I find AWS Strands and Google ADK particularly compelling. Both offer similar functionality and integrate well with other open-source solutions like LiteLLM (for handling various models) and MCP tools (e.g., StdioServerParameters).
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I evaluated several AI agent frameworks (LangChain, CrewAI, AWS Strands, and Google ADK) across various use cases such as multi-agent collaboration, integration with MCP tools, support for multiple models, and workflow orchestration. Among them, I find AWS Strands and Google ADK particularly compelling. Both offer similar functionality and integrate well with other open-source solutions like LiteLLM (for handling various models) and MCP tools (e.g., StdioServerParameters).