toonify-mcp
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- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to compress terminal output and file context in real time, preserving full error tracebacks while reducing token consumption by 60-85%.41MIT
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- AlicenseNot gradedqualityBmaintenance2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token costs. Remembers your rules and corrections so Claude stops repeating mistakes after compaction. Auto-runs in the background, just install once and forget about it.160 PyPI421MIT
TDQS
Scored across 5 tools
Each tool has a distinct role—optimize, stats, and cache maintenance—but get_stats vs get_cache_stats and clear_cache vs cleanup_expired_cache could be confused without careful reading. The descriptions generally clarify the boundaries.
All tool names follow a consistent verb_noun snake_case pattern: optimize_content, get_stats, clear_cache, get_cache_stats, cleanup_expired_cache. The naming is predictable and readable.
Five tools is a well-scoped set for a token optimization utility: one core operation, one statistics endpoint, and three cache-management tools. Each tool has a clear place and none feel like filler.
The tool surface covers the main optimize operation, general statistics, and comprehensive cache lifecycle management (view, clear, cleanup expired). This is a complete and practical set for the server's stated purpose.