We ran the same verification task with Claude Code, same prompt, 3 runs per MCP. Browser DevTools MCP: ~330K tokens, 12 turns, ~2m45s. Playwright MCP: ~1.5M tokens, 48–52 turns, ~6m. So 78% fewer tokens, 76% fewer turns, ~57% faster. We compare task-level totals rather than single-turn context size, and the post explains the methodology and how we designed for fewer round-trips (execute tool, scoping). Link in the post.