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How LLMs Actually Discover and Call MCP Tools (Under the Hood)

This story is from 2026-10-28. It is preserved in the archive; the latest stories are on the live feed.

A common misconception among developers is that Large Language Models (LLMs) connect to network sockets, run bash commands, or directly query databases. In reality, an LLM is just a stateless token prediction engine . It cannot make HTTP calls or execute code. So how does Claude or Cursor magically…

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  1. 2026-10-28 17:00 · DEV Community — AI
    How LLMs Actually Discover and Call MCP Tools (Under the Hood)

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