SQLew vs TOON Context

Optimizes multi-agent coordination through intelligent SQLite database design with normalized tables, integer enums, and pre-aggregated views to achieve 96% token reduction in context sharing for decision tracking, agent messaging, file change monitoring, and constraint management.

Converts verbose JSON structures to compact TOON format, achieving 40-60% token reduction while maintaining complete data integrity through intelligent pattern detection and automatic compression strategy selection.

Agents

MCP Servers

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Python

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MIT

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70

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