MCPAdapt is a framework that enables seamless integration with over 1000+ MCP servers, making it easy to use MCP server tools across various agentic frameworks such as Smolagents, CrewAI, Langchain, and Google GenAI. It provides adapters and core components to manage MCP server lifecycles and tool compatibility, directly supporting the 'Awesome MCP Servers' ecosystem.