F
licenseA
qualityC
maintenanceMCP server that compresses LLM responses into caveman-style prose, reducing token usage by ~65% while maintaining technical accuracy.
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Scored across 3 tools
Each tool has a distinct role in the compression workflow: compress_prepare reads and provides compression instructions, compress_write writes compressed content with backup, and compress_restore reverts. No overlap.
All tools follow the 'compress_[verb]' pattern with clear verbs (prepare, restore, write), ensuring predictability and readability.
Three tools is minimal but well-scoped for a focused compression utility. The set covers the essential operations without unnecessary bloat.
The tools cover the key operations: read/prepare, write/compress with backup, and restore. Missing an explicit compression tool is acceptable since the server delegates compression to the agent.