I started n8n and the experience was great to assemble the flow and get AI built, but in production there have been issues, and major impacts were the fragmented applications in it.
I have found uplizd.ai https://uplizd.ai/ which make the entire multi agentic AI build much seamlessly, as it unifies most of services (APIs, MCPs, etc.) and the app can be hosted and launched easily.
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