Benchmark: browser MCP servers burn up to 200K tokens per page snapshot
A developer ran 68 sessions of Playwright MCP and Chrome DevTools MCP in Claude Code: everyday tasks cost 90K–200K tokens, while a full snapshot of a long Wikipedia article hit about 205K tokens (~$1.65). The tokensave-mcp-diet proxy cuts snapshots by 43–96%, but inside Claude Code it raised Wikipedia task costs by up to 44%.
- 68 runs: everyday tasks used 90K–200K tokens, $0.16–0.22
- Full Wikipedia article snapshot: about 205K tokens, ~$1.65
- Proxy cut Hacker News snapshot tokens 43–63%, cost 18–31%
- On Wikipedia in Claude Code the proxy raised task cost 3–44%
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