Skip to main content
Glama
nac7

tooltrim

by nac7
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Related Servers

Alternatives to tooltrim

No user-submitted related servers found.

    Related Servers

    • llmtrim

      fkiene
      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
      235
      Mozilla Public 2.0

    • terse

      inth3shadows
      A
      license
      A
      quality
      A
      maintenance
      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
      2
      1,570 PyPI
      MIT

    • Refract

      LoudiliMed
      A
      license
      A
      quality
      B
      maintenance
      MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 100% signal preserved verified after every compression. Zero LLM calls, fully deterministic.
      5
      4
      MIT

    • PlanckBot

      opcastil11
      A
      license
      Not graded
      quality
      D
      maintenance
      An adaptive tiny-model layer that sits between an LLM and its MCP tools, compressing verbose tool outputs to reduce token usage by up to two orders of magnitude.
      1
      Apache 2.0

    • context-firewall

      Alepha188838884
      A
      license
      A
      quality
      A
      maintenance
      Aggregator MCP proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery, and compresses large tool outputs (HTML→Markdown, JSON summarization) with full-output retrieval via read_more and a per-session token-savings report.
      4
      61 npm
      2
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    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

    ActivitySlowing
    ResponsivenessUnresponsive

    Resources