Today almost every public MCP server targets B2B workflows like GitHub, Jira, Linear, Slack, and similar developer or workplace tools.

In a recent talk, Andrej Karpathy argued that “LLMs are the new operating system.” If that analogy holds, the only “apps” we've built so far live in the enterprise quadrant of that OS.

I expect consumer facing MCP experiences to follow soon. I’m not yet sure what they’ll look like, perhaps games or other interactive content but the infrastructure is falling into place: OpenAI has said ChatGPT will support custom MCP connectors, ElevenLabs’ 11AI already ships with MCP integration, and Claude has added remote MCP support. As those channels reach mainstream users, everyday LLM users will start asking for richer experience and MCP is how developers will deliver them.