Token Optimizer FAQs

Question 1

What is Token Optimizer and how does it work?

Accepted Answer

Token Optimizer is an MCP server for Claude Code and Claude Desktop that reduces LLM token usage by employing intelligent caching and Brotli compression. It analyzes text, compresses it for efficiency, and caches the results, significantly cutting down context window costs.

Question 2

Which LLMs and environments does Token Optimizer support?

Accepted Answer

It is specifically designed to optimize token usage for Claude Code and Claude Desktop, integrating seamlessly as an MCP (Model Context Protocol) server to enhance your AI development workflow.

Question 3

What are the core features of Token Optimizer?

Accepted Answer

Key features include token-efficient Brotli compression, persistent SQLite-based caching across sessions, accurate token counting with tiktoken (GPT-4 tokenizer), and comprehensive compression analysis with optimization recommendations.

Question 4

Can Token Optimizer be used offline?

Accepted Answer

Yes, Token Optimizer operates completely offline with zero external dependencies, ensuring a reliable and secure token optimization solution for any development environment.

Question 5

What kind of performance and savings can I expect?

Accepted Answer

Users can typically expect 50-70% token reduction, 2-4x compression ratios, and a high cache hit rate (>80%). It significantly reduces LLM context window costs and improves efficiency, especially for larger texts.

Token Optimizer

Token Optimizer

主要功能

使用案例

主要功能

使用案例