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distil

by dshakes

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Alternatives to distil

  • A
    license
    Not graded
    quality
    C
    maintenance
    Compresses tool outputs, manages token budgets, deduplicates content, and filters by relevance to optimize context window usage for AI agents.
    MIT

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    Provides compression, retrieval, and statistics for local context-economy when interacting with GPT/Codex, enabling efficient token usage and exact recovery of compacted content.
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    Lossless 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.
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  • A
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    A transparent proxy that sits in front of any other MCP server and shrinks its tool output before it reaches the model. Lossless by default: the transformed bytes are a denser encoding of the same data, with a round-trip gate asserting an exact inverse over the corpus, so nothing is dropped, summarised, or offloaded to a cache that expires. Repeated calls to the same tool emit a delta against the
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  • F
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    Enables AI agents and developers to dynamically tokenize session context windows and compact dialogue history into structured outputs via MCP, CLI, or Python client. Runs on pure standard library Python with no external dependencies for deterministic, low-latency execution.
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TDQS

A4.7/5.0

Scored across 3 tools

Disambiguation5/5

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.

Naming Consistency4/5

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.

Tool Count5/5

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.

Completeness5/5

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.

Maintenance

ActivityActive
ResponsivenessResponsive