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Alternatives to tooltrim

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    • A
      license
      A
      quality
      A
      maintenance
      MCP server and local proxy that compresses LLM prompts, tool output, and replies to cut token cost, with a quality gate that reverts any step that does not save. Exposes llmtrim_compress, llmtrim_compress_text, and llmtrim_stats.
      3
      260
      Mozilla Public 2.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP-compatible developer environments to shrink verbose tool outputs—test logs, git diffs, directory listings, and file dumps—before they reach the context window, preserving compiler errors, failure signatures, and decisive anchors. It runs either as direct callable tools or as a transparent proxy wrapping other MCP servers such as filesystem, git, or terminal providers.
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to deterministically shrink multi-turn conversation history and prompts by stripping verbose boilerplate and filler tokens while preserving critical tool parameters and named entities. This lets users cut inference costs by roughly 40-60% without losing essential context, running either as a native MCP server over JSON-RPC stdio or as an importable zero-dependency Python module.
      7
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP-compatible clients and autonomous agents to dynamically compress long-horizon context by pruning verbose tool outputs, HTML boilerplate, and semantic redundancy by 40-70%. It reduces token burn and latency through deterministic, zero-dependency processing.
      7
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Compresses multi-turn conversation history by stripping verbose boilerplate and filler tokens while preserving critical tool parameters and named entities, deterministically cutting inference costs by 40-60%. Runs as a zero-dependency Python MCP server or importable module, compatible with Claude Desktop, Cursor, and other MCP runtimes.
      7
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and MCP-compliant clients to dynamically shrink long-horizon context windows, pruning verbose tool outputs, HTML boilerplate, and semantic redundancy by roughly 40-70% without frontier LLM round-trips. Runs deterministically as a zero-dependency Python stdio server, accepting a payload plus optional compression and risk-bound options.
      7
      -

    TDQS

    A4.5/5.0

    Scored across 2 tools

    Disambiguation5/5

    Compress and expand_tool_output have clearly opposite purposes: one reduces output, the other restores it. No overlap or ambiguity exists between them.

    Naming Consistency4/5

    Both names use imperative verbs, but 'compress' lacks the object that 'expand_tool_output' includes. Minor style deviation, but the pattern is still predictable and readable.

    Tool Count5/5

    Two tools is exactly the right scope for a compression/expansion utility. Each tool serves a distinct, necessary role, and the pair is well-scoped.

    Completeness5/5

    The tool surface covers the full lifecycle: compress output and expand it back via reference. No critical missing operations for the stated purpose.

    Maintenance

    ActivityStale
    ResponsivenessUnresponsive