No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by PCIRCLE-AI · MCP Server · ★ 64
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is toonify-mcp safe to install? View the security audit →
🎯 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 lines, inline comments) to aggressive (import summarization, repetitive pattern collapse) ✅ Hook upgraded — PostToolUse hook now compresses source code in addition to structured data ✅ Extensible design — add new formats by implementing a single interface ✅ Full backwards compatibility — all external APIs unchanged ✅ 196 tests (up from 157), comprehensive code review passed Features 25-66% Token Reduction (typically 48%) for JSON, CSV, YAML data 20-48% Code Compression for TypeScript, Python, Go source code Pipeline Architecture - Extensible
| 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 |
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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.
toonify-mcp is primarily written in TypeScript. It covers topics such as claude-code, claude-code-plugin, context-compression.
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.
toonify-mcp is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to toonify-mcp on Agent Skills Hub include claude-emporium, tokless, tokf. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: