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