Screenshot feedback for coding agents — let your agent SEE what it builds (MCP server + Claude Code hook)
Project description
agent-eye 👁
让 coding agent 看到自己产出的真实画面 —— 跨平台截图反馈工具(MCP server + Claude Code hook 双层)。
Let your coding agent see what it builds: a cross-platform (Windows / Linux / macOS) screenshot-feedback tool for AI agents, shipped as an MCP server plus a Claude Code hook helper.
为什么需要它 / Why
Agent 写前端、画 EasyEDA/CAD 工程图时,没有视觉反馈就只能猜。给它一个「截图 → 看图 → 自我纠正」的回路,产出质量立刻不一样。
技术现实:Claude Code 的 hook 只能回传文本,而 MCP 工具可以回传原生图片。所以 agent-eye 做成双层:
| 层 | 触发方式 | 图片如何进入 agent 视野 |
|---|---|---|
| MCP server | agent 主动调用 take_screenshot |
工具直接返回原生图片块(跨 MCP 客户端通用) |
| Claude Code hook | 某操作后自动触发 | hook 回传截图的绝对路径,agent 用 Read 工具读图 |
图片默认降采样(最长边 1568px)并按字节预算(~80KB)迭代压缩 JPEG,避开 Claude Code 对 MCP 输出 ~25k token 的限制。
安装 / Install
零安装运行(需要 uv):
# MCP server(包名同名入口,零参数直接起)
uvx screenshot-feedback-hook-mcp
# CLI 截图(uvx 按包名解析,CLI 入口要加 --from)
uvx --from screenshot-feedback-hook-mcp agent-eye capture --monitor 0 --out shot.jpg
或常驻安装:pipx install screenshot-feedback-hook-mcp / uv tool install screenshot-feedback-hook-mcp(之后直接用 agent-eye / agent-eye-mcp 命令)。
接入 MCP(推荐起点)
Claude Code 一行:
claude mcp add agent-eye -- uvx screenshot-feedback-hook-mcp
或任意 MCP 客户端(Cursor / Cline / Windsurf...)的 mcp.json:
{
"mcpServers": {
"agent-eye": {
"command": "uvx",
"args": ["screenshot-feedback-hook-mcp"]
}
}
}
工具:
take_screenshot(monitor=0)—— 截屏,直接返回图片。0=全部显示器拼接,1..N=单屏。list_monitors()—— 列出显示器编号/分辨率。
接入 Claude Code hook(操作后自动截图)
把样例(见 examples/)复制进项目 .claude/settings.json。例如「每次 Claude 停下来时自动截图给它看」:
{
"hooks": {
"Stop": [
{
"hooks": [
{
"type": "command",
"command": "uvx --from screenshot-feedback-hook-mcp agent-eye capture --delay 1 --hook-output stop"
}
]
}
]
}
}
CLI 会输出正确的 hook JSON(Stop 用 decision:block 回传文字并自动处理 stop_hook_active 防死循环;PostToolUse 用 hookSpecificOutput.additionalContext),agent 看到「截图已保存到 …,请用 Read 工具读取」后会读图。
常用参数:--monitor N、--delay 秒(等渲染完)、--max-edge 像素、--target-kb 体积。
平台注意事项 / Platform notes
- Windows:开箱即用。
- macOS:首次使用需在「系统设置 → 隐私与安全性 → 屏幕录制」勾选运行 agent 的终端/IDE 并重启该应用,否则截到黑屏/壁纸(工具会检测并提示)。
- Linux:X11 开箱即用;纯 Wayland 下 mss 受限,工具启动时会探测并提示(grim/portal 后端在 roadmap)。
Roadmap
- 区域截图(
--region x,y,w,h) - 按窗口标题截图(Win EnumWindows / mac CGWindowList / Linux wmctrl)
- URL / 无头浏览器模式(前端确定性截图)
- Wayland 后端(grim / xdg-desktop-portal)
开发 / Development
uv sync # 安装依赖
uv run pytest # 测试
uv run agent-eye capture --out shot.jpg
uv run agent-eye-mcp
MIT License.
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