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The second wave of MCP: Building for LLMs, not developers

The second wave of MCP: Building for LLMs, not developers

9/9/2025

What this post added

This post introduces the concept of intention-based tools for LLMs, contrasting them with API-shaped tools. It emphasizes designing tools around complete user goals rather than exposing individual API operations, leading to improved reliability and efficiency for LLM-driven workflows. The MCP handler and Next.js MCP template are provided as resources for implementing these workflow-based tools.

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