ggui: ggui is an open protocol and reference runtime that allows AI agents to generate ephemeral, interactive user interfaces over MCP without writing frontend code. It can be self-hosted and paired with any MCP-aware agent runtime such as Claude Desktop, Cursor, or ChatGPT desktop.; fastmcp: FastMCP is a standard framework for building Model Context Protocol (MCP) applications, which connect LLMs to tools and data. It simplifies the process by automatically generating schemas, validation, and documentation for tools, and managing transport negotiation and authentication for server connections. FastMCP offers a comprehensive solution for developing, deploying, and scaling MCP-powered systems.
AI agent pushes dynamic UIs to users' browsers in real-time
Building LLM applications that interact with custom tools and data sources