toonify-mcp

About toonify-mcp

🎯 Toonify MCP English Bahasa Indonesia MCP server + Claude Code Plugin providing automatic token optimization for structured data and source code. Reduces Claude API token usage by 25-66% on JSON/CSV/YAML and 20-48% on TypeScript/Python/Go source code through a pipeline architecture. What's New in v0.6.0 ✨ Pipeline Architecture + Code Compression! ✅ Pipeline engine — modular Detector → Router → Compressor → Evaluator architecture ✅ Code compression — TypeScript (37%), Python (48%), Go (32%) savings via heuristic-based comment/whitespace removal ✅ 6 compression layers — from safe (blank...

claude-code claude-code-plugin context-compression context-window developer-tooling mcp-server model-context-protocol token-optimization toon-format

Quick Facts

Stars	64
Forks	11
Language	TypeScript
Category	MCP Server
License	MIT
Quality Score	75.9927660141835/100
Last Updated	2026-08-16
Created	2025-12-24
Platforms	claude-code, mcp, node
Est. Tokens	~16k

Compatible Skills

These tools work well together with toonify-mcp for enhanced workflows:

claude-skills — semantic(0.39)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
verify — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (59%)
claude-code-guide — semantic(0.32)+complementary+same_lang+similar_pop+shared_platform (56%)
code-container — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)

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Frequently Asked Questions

What is toonify-mcp?

toonify-mcp is Context compression plugin for Claude Code. Automatically trims large tool output—JSON, YAML, stack traces, and logs—before it enters the context window.. It is categorized as a MCP Server with 64 GitHub stars.

What programming language is toonify-mcp written in?

toonify-mcp is primarily written in TypeScript. It covers topics such as claude-code, claude-code-plugin, context-compression.

How do I install or use toonify-mcp?

You can find installation instructions and usage details in the toonify-mcp GitHub repository at github.com/PCIRCLE-AI/toonify-mcp. The project has 64 stars and 11 forks, indicating an active community.

What license does toonify-mcp use?

toonify-mcp is released under the MIT license, making it free to use and modify according to the license terms.

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