token-optimizer-mcp

Active·★ 444·MIT·Updated 2026-07-15

★ 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 is currently grouped under Prompt Engineering, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Smart Tool Replacements: Automatic optimization for Read, Grep, Glob, and more. and Reduce token costs and improve performance for AI code assistants by optimizing context window usage.. The listed license is MIT, which is useful when adoption constraints matter. It also shows measurable community traction with 444 GitHub stars.

#Token Optimization#Context Management#LLM Efficiency#Caching#Compression#Developer Tools#AI Productivity#Code Assistant Enhancement

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.

Why choose it

+Smart Tool Replacements: Automatic optimization for Read, Grep, Glob, and more.

+Reduce token costs and improve performance for AI code assistants by optimizing context window usage.

+Covers 11 supported environments or platforms, which is helpful for broader deployment needs.

+Ships with a public repository and a MIT license, which makes adoption and review easier.

Trade-offs

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.

Compatibility

Node.js

Runtime

Verified via docs

TypeScript

Language

Verified via docs

SQLite

Database

Verified via docs

Windows

Verified via docs

macOS

Verified via docs

Linux

Verified via docs

Quick start

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

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.

How it compares

≈token-optimizer-mcp sits in the Prompt Engineering category, so it makes more sense to evaluate it alongside tools like vibe-coding-prompt-template instead of in isolation.

≈If your main need is closer to "Reduce token costs and improve performance for AI code assistants by optimizing context window usage.", that use case is a better lens for comparison than broad feature checklists alone.

≈token-optimizer-mcp uses a MIT license, and community traction are both easier to judge in category context.

Alternatives

vibe-coding-prompt-template★ 2.7k

Templates and workflow for generating PRDs, Tech Designs, and MVP and more using LLMs for AI IDEs

Features

Why choose it

Trade-offs

Compatibility

Quick start

Use cases

How it compares

Alternatives

Related searches

Comments

Features

Why choose it

Trade-offs

Compatibility

Quick start

Use cases

How it compares

Alternatives

Related searches

Comments