Latest / Agentic Conversations (formally mlops.community)
MCP Servers Are Becoming the UI for AI Agents
Naseem Al-Naji is the co-founder of MCPcat.io and the creator of Opal — a builder with deep roots in privacy-first developer tooling. In this conversation, he breaks down why MCP servers have become a black box in production, and how MCPcat gives teams X-ray vision into how agents and users actually behave.
What we get into:
🐱 What MCPcat Is — Open-source analytics and live debugging built specifically for MCP servers
🎬 Session Replay — Watch an agent's full journey through your server, tool call by tool call
🎯 Agent Intent & Goals — Understand "why" a tool was called, not just that it was
🔍…
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.