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mcp-light-generator

Community

Compress MCP descriptions for efficiency.

Software Engineering#developer tools#skill generation#mcp#compression#fastmcp#token reduction
Authornyosegawa
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill tackles the issue of overly verbose tool descriptions in MCP servers, which consume excessive tokens and slow down AI processing. It streamlines these descriptions to improve efficiency.

Core Features & Use Cases

  • Description Compression: Analyzes existing MCP tool descriptions and separates them into a concise 1-line summary for immediate use and detailed best practices for later reference.
  • Lightweight Server Generation: Creates a "Light" version of an MCP server (FastMCP proxy) with the compressed descriptions.
  • Best Practice Skill Creation: Generates a separate Skill containing the detailed usage guidelines and best practices extracted from the original descriptions.
  • Use Case: When interacting with a large MCP server like @notionhq/notion-mcp-server, this Skill can generate a lighter version that uses significantly fewer tokens for tool selection, while still providing access to the full operational details through a dedicated best-practices skill.

Quick Start

Use the mcp-light-generator skill to create a light version of the notionhq/notion-mcp-server.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: mcp-light-generator
Download link: https://github.com/nyosegawa/skills/archive/main.zip#mcp-light-generator

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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