z-image-studio: A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model

by iconben · MCP Server · ★ 128

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

Featured in: Image Generation

How to install z-image-studio

uv tool install git+https://github.com/iconben/z-image-studio.git
pip install z-image-studio

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 72/100

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.

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Quick Facts

Stars128
Forks13
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score72/100
Open Issues2
Last Updated2026-10-22
Created2025-12-04
Platformsbrowser, cli, mcp, python
Est. Tokens~19k

About z-image-studio

Z-Image Studio A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model ( and its variants). This tool is designed to run efficiently on local machines for Windows/Mac/Linux users. It features specific optimizati

Compatible Skills

These tools work well together with z-image-studio for enhanced workflows:

  • image-gen-mcp — semantic(0.61)+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • bria-skill — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (55%)
  • open-webui-tools — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)
  • maclocal-api — semantic(0.20)+complementary+rare_topics+similar_pop+shared_platform (51%)
  • claude-prompts — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)

z-image-studio alternative? Top 6 similar tools

Looking for a z-image-studio alternative? If you're comparing z-image-studio 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.

  • vesta-mac-dist by scouzi1966 · ⭐ 84

    Vesta macOS Distribution - Official releases and downloads.Vesta AI Chat Assistant for macOS - Built with Swif

  • maclocal-api by scouzi1966 · ⭐ 349

    'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and MLX Models and othe

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    一个能让 Bot 在私聊和群聊中发起主动消息的插件，拥有上下文感知、持久化数据、动态情绪、免打扰时段和 TTS 集成。还有独立 WebUI，可进行个性化配置。 An AstrBot plugin that enable

  • AiNiee-Next by ShadowLoveElysia · ⭐ 217

    ⚡ An optimized,Next for AiNiee powered by UV. Features intelligent format conversion, multi-profile config sys

  • apple-rag-mcp by BingoWon · ⭐ 121

    Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking.

  • brain-mcp by mordechaipotash · ⭐ 81

    The recorder for your AI conversations — local-first MCP memory that keeps byte-exact copies of your Claude Co

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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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