Conference Presentations

Talk covering MCP transport choices and trade-offs in Streamable HTTP, sessions and transport relationships, and analytics insights from the Hugging Face MCP Server showing real-world client behavior at scale. Includes detailed experience report and data on session lengths, initialize:tool call ratios, and client patterns in production.

Live Presentation included:

• Demonstration of Hugging Face MCP Server deployed in a FreeCPU Space demonstrating pure Stateless mode returning JSON-RPC and SSE responses, with fast-agent used for Transport Channel tracking.
• MCP Everything Server with PR (PR2789) and MCP-Webcam to demonstrate correct SSE Channel Selection for Elicitations, Sampling requests and Ping keep-alive. fast-agent used for Transport Channel tracking.

Presentation included demonstration of Token Prediction and Selection, and Sampling with https://fast-agent.ai and https://webcam.fast-agent.ai