entroly: Cut AI context cost without trusting the compressor

by juyterman1000 · MCP Server · ★ 483

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install entroly

pip install entroly && entroly go

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-skillsai-agentsai-coding-agentsclaude-codecodexcontext-compressioncontext-engineeringcontext-optimizationcontext-windowdeveloper-tools

Quick Facts

Stars483
Forks74
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score61/100
Last Updated2026-11-07
Created2026-03-07
Platformsclaude-code, codex, mcp, python
Est. Tokens~19k

About entroly

🇨🇳 中文 • 🇯🇵 日本語 • 🇰🇷 한국어 • 🇧🇷 Português • 🇪🇸 Español • 🇩🇪 Deutsch • 🇫🇷 Français • 🇷🇺 Русский • 🇮🇳 हिन्दी • 🇹🇷 Türkçe <img src="ht

Compatible Skills

These tools work well together with entroly for enhanced workflows:

  • token-optimizer — semantic(0.34)+complementary+rare_topics+same_lang+similar_pop+shared_platform (71%)
  • CntxtPY — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • claude-cognitive — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)

entroly alternative? Top 6 similar tools

Looking for a entroly alternative? If you're comparing entroly with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • aiwg by jmagly · ⭐ 229

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

  • omni by fajarhide · ⭐ 374

    Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twi

  • zeroshot by the-open-engine · ⭐ 2.1k

    Multi-agent graph orchestration engine for autonomous software development. Independent, adversarial review wi

  • ospec by clawplays · ⭐ 485

    Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — pla

  • tokless by HoangP8 · ⭐ 360

    An effective and efficient coding-agent setup in under 30 seconds: best tools, unified instructions, any OS.

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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:

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