#engineering-tradeoffs

MCP vs direct API calls: 17× token overhead measured

A benchmark shows MCP agents consume 4×–32× more tokens than direct API calls, with a 17× overhead measured in a SerpApi search test. This translates to a $0.27 per request overhead at Claude Sonnet pricing.