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
      244
      Mozilla Public 2.0

    • Compressor Reflex MCP

      ericmaddox
      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
    • genpark-agent-context-dynamic-compressor-skill by Alpha-Park

      genpark-agent-context-dynamicofficial

      Alpha-Park
      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
      -
    • genpark-agent-context-dynamic-compressor-skill by alphaparkinc

      genpark-agent-context-dynamicofficial

      alphaparkinc
      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
      -

    • 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
      592 PyPI
      1
      MIT

    • Refract

      LoudiliMed
      A
      license
      A
      quality
      C
      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
      3
      MIT
    Deploy Server
    Context Every Agent Can ShareAgents share what they learn, hand off work, and keep it when you switch models. Start with 5 GB free.fulcradynamics.comAd

    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