Skim MCP Server

io.github.luw2007Published by GitHub account luw2007v1.0.3Updated Oct 24, 2026

MCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.

VerifiedSTDIODesktop onlyDeveloper ToolsAI & ML

Overview

AI-generated overview

A local MCP server for Skim code transformation that compresses code by 60-95% to optimize LLM context.

What you can do
Transforms code through Skim code transformation, exposed to the assistant as MCP tools (the manifest lists no individual tools). Compresses code by 60-95% so more of it fits in an LLM context window. Intended for context optimization when working with large codebases.
When to use it
Useful when an assistant needs to fit large amounts of code into a limited context window and a lossy or condensed representation is acceptable.
Requirements
Runs as a local process over stdio, installed from the npm package skim-mcp-server, so Node.js and npm are needed. Desktop only; no web execution. No authentication, environment variables or headers are declared.
Before you install
Compression is lossy in the sense that code is reduced by 60-95%, so details may be dropped; verify that the condensed output preserves what matters before relying on it. No credentials or write actions are declared.

Installation

In SourceWeft

  1. Open Skim MCP Server 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.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.3LatestSep 16, 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.