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.
Apart from RAG which many others are discussing elsewhere in the thread, a big one is gradually summarizing long conversations that exceed the context window. This had to be done manually before when using the api but it sounds like it's built in to the new assistants api.
Signin with Facebook and on the Facebook authorizations page, choose 'not authorize'. Then i'm brought back to the app and to facebook again and so on and so on.
There will be no "powered by lauchvalue" ad in there. Plus, I tried launch rock myself first and did not have a good overall experience, there were too many settings and domain redirection turned out unnecessarily complicated. It could be just me but I think there's a need for quick and simple app that does not overcomplicate things, just gets the work done. Plus, I have few other ideas to differentiate it.
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.