Z-Image StudioSAFE
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Tongyi-MAI/Z-Image-Turbo base model as well as quantized models)
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
[](https://opensource.org/licenses/Apache-2.0) [](https://github.com/astral-sh/uv) [](https://deepwiki.com/iconben/z-image-studio) [](https://agentseal.org/mcp/https-githubcom-iconben-z-image-studio)
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Tongyi-MAI/Z-Image-Turbo and its variants).
This tool is designed to run efficiently on local machines for Windows/Mac/Linux users. It features specific optimizations for NVIDIA (CUDA), AMD on Linux (ROCm), Intel (XPU), and Apple Silicon (MPS), falling back to CPU if no compatible GPU is detected.
Features
Hybrid Interfaces:
- CLI: Fast, direct image generation from the terminal.
- Web UI: Modern web interface for interactive generation.
- MCP Server: Capability to be called by AI agents.
CLI and core features
- Z-Image-Turbo Model: Utilizes the high-
935fa536655cOBSERVED · 2026-10-07Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add z-image-studio -- uvx z-image-studio
{
"mcpServers": {
"z-image-studio": {
"command": "uvx",
"args": [
"z-image-studio"
]
}
}
}Exposed tools (2)
2 read · 0 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
list_history | read | List recent image generations history. |
list_models | read | List available image generation models and hardware recommendations. |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (2 observation(s))
- Network
- declared (5 observation(s))
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (11)
icon.icns
CLAUDE.md
GEMINI.md
PROJECT_ROOT="$(cd "$SCRIPT_DIR/../../.." && pwd)"
PROJECT_ROOT="$(cd "$SCRIPT_DIR/../../.." && pwd)"
assert "http://127.0.0.1:8000" in urls, "Should include localhost URL"
assert primary == "http://127.0.0.1:3000", "Primary should match the host"
assert "http://127.0.0.1:8000" in formatted, "Should include localhost IP"
assert primary == "http://192.168.1.100:8000", "Should work with specific IPv4"
docs/images/screenshot2.png
docs/images/screenshot3.png
Gates applied: no_behavioural_pass.
935fa536655cfull audit observations/trust-audit/mcp-server/iconben__z-image-studio.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | 935fa536655c | SAFE | B | 89 | first audit |
Questions
What is the Z-Image Studio MCP server?
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Tongyi-MAI/Z-Image-Turbo base model as well as quantized models)
What tools does Z-Image Studio expose?
2 in total: 2 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is Z-Image Studio safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does Z-Image Studio need?
No credential environment variables were found in its source, so it appears to need none.
How does Z-Image Studio run?
It speaks sse, stdio and streamable-http, so it runs as a local process your client starts. It is published on PyPI as z-image-studio.
How current is this page?
The grade is for one exact copy of the source (935fa536655c), read on 2026-10-07. The repository is watched and re-audited when it changes.