mcpARTICLE
One MCP server, four AI assistants: comparing how each connects
The author tested LemMeBuyIt with Claude, Grok, ChatGPT and Muse and found four different ways of connecting to the same MCP server.
Aidan Quinn
@QuinnAidan_Archived 11 days agoOriginally posted 2026.10.16
What this article says
文章以一个 MCP 服务器 LemMeBuyIt 为样本，把它分别接入 Claude、Grok、ChatGPT 和 Muse 四个 AI 助手，记录各自的连接流程与使用体验。作者称四家产品的接入方式完全不同，这种差异暴露出 AI agent 生态当前面临的一个核心难题：MCP 协议虽统一了工具描述，但各家客户端在认证、配置和调用上的实现并不一致。结论是，想让一个 MCP 服务被多个助手复用，仍需为每个平台单独适配，跨平台互操作远未成熟。
One MCP server. Four AI assistants. Four completely different ways to connect. 🚀
We tested Claude, Grok, ChatGPT & Muse with LemMeBuyIt.
What we discovered exposes a major challenge facing AI agents.
#MCP #AIAgents #ProductIntelligence #BlackFriday https://x.com/i/article/2111069677870874624
Aidan Quinn @QuinnAidan_Originally posted 2026.10.16
x.com/quinnaidan_/status/2111076235329650799Archived 2026.10.17 11:33