MCP vs API: Architecture Patterns for AI Agents and Applications

What actually powers the AI workflows teams are building today? Behind every agent action, data lookup, prompt evaluation, and automated workflow sits a collection of protocols and interfaces making it possible. Two of the most important, and often confused, are MCPs and APIs. At PromptLayer, we encounter both regularly while

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