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token-optimizer-mcp
token-optimizer-mcp logo

token-optimizer-mcp

Active·★ 563·MIT·Updated 2026-10-26
★ Hidden Gem

Token Optimizer MCP is a Model Context Protocol (MCP) server designed to reduce context window usage for AI tools like Claude Code and Claude Desktop by 60-90%. It achieves this through intelligent caching, Brotli compression, and smart tool replacements, storing compressed content externally in SQLite.

token-optimizer-mcp sits in the Prompt Engineering category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Smart Tool Replacements: Automatic optimization for Read, Grep, Glob, and more.. A representative use case is Reduce token costs and improve performance for AI code assistants by optimizing context window usage.. The listed license is MIT. GitHub stars are currently 555. Relevant tags include Token Optimization, Context Management.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#Token Optimization#Context Management#LLM Efficiency#Caching#Compression#Developer Tools#AI Productivity#Code Assistant Enhancement
$ Install
$ npm install -g @ooples/token-optimizer-mcp
↗ Visit site★ GitHub
01

Features

01Smart Tool Replacements: Automatic optimization for Read, Grep, Glob, and more.
02Context Window Optimization: Store content externally to free up context space.
03High Compression: Brotli compression (2-4x typical, up to 82x for repetitive content).
04Persistent Caching: SQLite-based cache that persists across sessions.
05Production Ready: Built with TypeScript for reliability and zero external dependencies for offline operation.
02

Why choose it

+Smart Tool Replacements: Automatic optimization for Read, Grep, Glob, and more.
+Context Window Optimization: Store content externally to free up context space.
+Reduce token costs and improve performance for AI code assistants by optimizing context window usage.
+Supports 11 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

Node.js
Runtime
Verified via docs
TypeScript
Language
Verified via docs
SQLite
Database
Verified via docs
Windows
OS
Verified via docs
macOS
OS
Verified via docs
Linux
OS
Verified via docs
05

Quick start

1
$ npm install -g @ooples/token-optimizer-mcp
06

Use cases

↳Reduce token costs and improve performance for AI code assistants by optimizing context window usage.
↳Intelligently cache large API responses and file contents to avoid resending redundant information to LLMs.
↳Accelerate development workflows with optimized file operations (read, write, grep) and build/test processes.
↳Monitor and analyze token usage and savings across projects and sessions to identify optimization opportunities.
↳Enhance multi-tier caching strategies for external data sources and integrate with monitoring dashboards.
07

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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
ooples /
token-optimizer-mcp
↗

Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence

563MIT
Last commit2d ago
StatusActive
CategoryPrompt Engineering
Links
Documentation↗Discussion↗Issues↗Releases↗
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