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Book Overview & Buying
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Table Of Contents
Model Context Protocol for LLMs
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Personalization without MCP is like trying to be a good host at a party where you can't remember anyone's name, preferences, or why they came.
I've built more recommendation systems than I care to count, and I can tell you this: most of them are terrible. Not because the algorithms are bad, but because they're working with incomplete, stale, or contextually inappropriate data. These systems would know you bought a book about Python programming six months ago, so they keep recommending Python books even though you've moved on to machine learning. They know you watched a romantic comedy last weekend, so they assume you love rom-coms, ignoring the fact that your partner picked that movie.
The fundamental problem with most personalization systems is that they're built around static user profiles and historical behavior patterns. They can't adapt to changing interests, they don't understand...