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Software-architecture

1 article tagged with Software-architecture

A diagram showing the evolution from ad-hoc tool use to MCP as an open standard, with model and host separated by a clean protocol layer
May 5, 202613 min read

How MCP Became the Default Tool Layer for AI Agents in About a Year

Major AI labs were independently solving the same three-layer tool integration problem in incompatible ways. Here's the engineering reason MCP's convergence was inevitable.

ai-agentsmcpsoftware-architecturedevops
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