GenPark Context Window Token Pruner

io.github.alphaparkincPublished by GitHub account alphaparkincv1.0.1Updated Nov 4, 2026

Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar

VerifiedSTDIODesktop onlyAI & ML

Overview

AI-generated overview

A local stdio MCP server that prunes LLM context windows with priority weighting and FIFO eviction to keep prompts within bounds.

What you can do
  • Applies priority-weighted pruning to context content so lower-priority material is dropped first.
  • Evicts older entries in first-in-first-out order to keep prompts within a token budget.
  • Protects the LLM prompt boundary by trimming context before it is sent.
  • No tool list, instructions or README are published, so the exact operations the assistant can call are not documented.
When to use it
Worth considering when long conversations or large retrieved context regularly overflow the model's context window and you want a local, deterministic trimming step rather than ad hoc summarization.
Requirements
Runs as a local process over stdio, distributed as an MCP bundle (mcpb) package; desktop-only, not executable in a web client. No authentication, environment variables or headers are declared.
Before you install
Pruning discards context, and the eviction policy is described only in a one-line summary, so trimmed content may be lost with no documented way to recover it. The package is a third-party bundle with no published tool list, instructions or README to review before installing.

Installation

In SourceWeft

  1. Open GenPark Context Window Token Pruner in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft started this package once in an isolated sandbox, without credentials, to list its tools. That failed: the package type cannot run in the sandbox.

Version history

1
  1. v1.0.1LatestOct 21, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.