Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps

Token efficient Claude Code full Python rebuild. AI Coding Agent in 310K LoC Python.

Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.