New agent-focused frameworks are gaining traction: FastMCP simplifies MCP server implementation, LiteLLM provides unified multi-provider access, and Pydantic AI offers type-safe agent development. Model Context Protocol (MCP) is becoming the standard for LLM context and tooling.
FastMCP abstracts MCP protocol complexity with Python decorators
Nov 1, 2025LiteLLM supports 100+ providers through standardized OpenAI format
Nov 1, 2025MCP is rapidly becoming standard for LLM context and tooling
Nov 1, 2025