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    Related Servers

    • A
      license
      A
      quality
      A
      maintenance
      Reversibly compress a large tool output to a recoverable 8-hex handle over stdio, expand it back to the exact original bytes on demand, and report a local token/dollar savings ledger. Zero runtime dependencies; content never leaves the machine.
      3
      132 PyPI
      20
      Apache 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
    • 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
      -
    • A
      license
      A
      quality
      A
      maintenance
      Verbatim context compaction for coding agents. Moves spent tool outputs to a local hash-checked stash the agent can recall, keeps every message byte for byte, and writes a JSON report of each cut. Offline, no API key. Tools: compact, compact_transcript, recall, inspect, prepare, explain, intake.
      7
      51 PyPI
      16
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Exposes six tools over stdio that let AI coding assistants add, list, search, synthesize, resolve and delete persistent spec-driven project memory kept as markdown trees in the repository. This gives assistants durable recall of decisions, worklogs, watchpoints and governance laws across sessions without a database or API key.
      600 npm
      MIT

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