Borrowing it
Nothing to install: this file belongs to loonghao/auroraview. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/loonghao/auroraview/main/.codebuddy/skills/gallery-mcp-tester/SKILL.mdgit clone --depth 1 https://github.com/loonghao/auroraviewWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/loonghao/auroraview/gallery-mcp-tester)<a href="https://agentmods.dev/skills/loonghao/auroraview/gallery-mcp-tester"><img src="https://agentmods.dev/badge/skills/loonghao/auroraview/gallery-mcp-tester/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/loonghao/auroraview/gallery-mcp-tester"><img src="https://agentmods.dev/badge/skills/loonghao/auroraview/gallery-mcp-tester.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00049 | $0.01538 |
| Opus 5 | $0.00024 | $0.00769 |
| Sonnet 5 | $0.00010 | $0.00308 |
| Haiku 4.5 | $0.00005 | $0.00154 |
Grade A, and why
gallery-mcp-tester scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 178 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Gallery MCP Tester
通过 MCP 工具测试 AuroraView Python API，发现设计缺陷和代码味道。
工作流程
┌─────────────────────────────────────────────────────────────┐
│ 1. 用户手动启动: vx just gallery-mcp 27168 │
│ 2. AI 调用 auroraview-gallery MCP 工具进行测试 │
│ 3. 发现问题 → 在当前分支修复 │
│ 4. 重复测试直到所有问题解决 │
└─────────────────────────────────────────────────────────────┘
Step 1: 启动服务（用户手动执行）
在终端中运行：
vx just gallery-mcp 27168
等待看到以下输出表示服务就绪：
[Python] MCP server listening on port 27168
Step 2: 测试 MCP 工具
可用工具列表
| 工具名 | 描述 | 参数 |
|---|---|---|
api.get_samples |
获取所有示例列表 | 无 |
api.get_categories |
获取分类信息 | 无 |
api.get_mcp_info |
获取 MCP 服务器信息 | 无 |
api.get_source |
获取示例源代码 | sample_id: str |
api.run_sample |
运行示例 | sample_id, show_console?, use_channel? |
api.prepare_run_sample |
准备运行示例 | sample_id, show_console?, use_channel? |
api.kill_process |
终止进程 | pid: int |
api.list_processes |
列出运行中的进程 | 无 |
api.send_to_process |
发送数据到进程 | pid, data |
api.send_json_to_process |
发送 JSON 到进程 | pid, data |
api.launch_example_as_child |
作为子窗口启动示例 | sample_id, extra_env? |
api.close_child |
关闭子窗口 | child_id |
api.get_children |
获取所有子窗口 | 无 |
api.send_to_child |
发送事件到子窗口 | child_id, event, data |
api.broadcast_to_children |
广播事件 | event, data |
api.list_webview_extensions |
列出已安装扩展 | 无 |
api.install_to_webview |
安装扩展 | path, name? |
api.remove_webview_extension |
移除扩展 | id |
api.open_extensions_dir |
打开扩展目录 | 无 |
api.install_extension_from_url |
从 URL 安装扩展 | url |
api.start_extension_bridge |
启动扩展桥接 | 无 |
api.stop_extension_bridge |
停止扩展桥接 | 无 |
api.get_extension_status |
获取桥接状态 | 无 |
api.broadcast_to_extensions |
广播到扩展 | event, data |
api.install_extension |
安装浏览器扩展 | path, browser |
api.open_url |
打开 URL | url |
测试顺序
- 基础功能测试
api.get_samples- 验证返回格式api.get_categories- 验证分类结构api.get_mcp_info- 验证 MCP 信息
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 178 lines · 49 tokens per session scan A 22cb47d35fed
gallery-mcp-tester is a skill published in the GitHub repository loonghao/auroraview (44 stars, last pushed 1mo ago), licensed MIT. It adds 49 tokens to every session and 1,538 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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