distil
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Alternatives to distil
- AlicenseNot gradedqualityCmaintenanceCompresses tool outputs, manages token budgets, deduplicates content, and filters by relevance to optimize context window usage for AI agents.MIT
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- AlicenseNot gradedqualityBmaintenanceLossless context compression for LLMs, packing text into 2x-8x fewer tokens with byte-exact reconstruction. Provides MCP tools to compress files/text and expand exact slices, verified by sha256.45 PyPI8MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI coding agents to retrieve the exact original tool-output slices omitted during lossless context compression, via on-demand expansion of hashed references stored in a shared cross-process SQLite vault. Tracks expansion overhead so agents and users can measure true net token savings across debugging sessions.MIT
- AlicenseAqualityCmaintenanceData compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.92MIT
TDQS
Scored across 3 tools
Each tool has a clearly distinct role: compress stores and returns a digest, expand recovers the original from a handle, and savings reports cumulative ledger totals. There is no functional overlap or realistic confusion between them.
All tools share a consistent distil_ prefix and snake_case style. compress and expand are verb-named, while savings is noun-named, which is a minor deviation but still predictable and readable.
Three tools is exactly the right scope for a focused compression and restore utility. Each tool serves a distinct, necessary function without adding unneeded surface area.
The server covers the full intended workflow: compress text, expand it back by handle, and report cumulative savings. Automatic TTL expiration handles cleanup, so there are no obvious dead ends or missing operations for the stated domain.