Tag: integrations

The Model Context Protocol (MCP) has undergone a fundamental architectural evolution, shifting toward a stateless core designed to simplify deployment and infrastructure scaling. Following the implementation of the updated MCP specification released this summer, modern clients no longer need to establish a persistent protocol session prior to dispatching requests. Furthermore, servers are relieved of the…

The Model Context Protocol (MCP) has undergone a fundamental architectural transformation, introducing a stateless core that significantly simplifies how developers scale AI tool servers behind standard HTTP infrastructure. Implemented through the late-July specification update and paired with the stable release of version 2 of the official Python SDK, the protocol eliminates the historical requirement for…