MCPServer

A developer published a step-by-step guide for deploying Google's 2B Gemma 4 model to Cloud Run with an NVIDIA L4 GPU, using vLLM for serving and a single-file Python MCP server to stage weights, depl…

The MCP Python SDK v2, released stable on July 27, removes the FastMCP class, renaming it to MCPServer, and introduces breaking changes including snake_case field names and context injection. The offi…

The MCP Python SDK v2 beta is available today, supporting the July 28, 2026 revision of the MCP specification, which introduces a stateless core, extensions framework, MCP Apps, Tasks as an extension,…