Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Motion sensor for AI agents: tells when a screen region changes or goes still. Scores, never pixels.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
PIR_CAPTURE_CMD, PIR_SELECT_CMD, PIR_WINDOW_GEOMETRY_CMD, PIR_PICK_WINDOW_CMD, PIR_MAX_WAIT_MS你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"pir": {
"command": "npx",
"args": [
"-y",
"pir-mcp"
],
"env": {
"PIR_CAPTURE_CMD": "your-value",
"PIR_SELECT_CMD": "your-value",
"PIR_WINDOW_GEOMETRY_CMD": "your-value",
"PIR_PICK_WINDOW_CMD": "your-value",
"PIR_MAX_WAIT_MS": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add pir --env PIR_CAPTURE_CMD=your-value --env PIR_SELECT_CMD=your-value --env PIR_WINDOW_GEOMETRY_CMD=your-value --env PIR_PICK_WINDOW_CMD=your-value --env PIR_MAX_WAIT_MS=your-value -- npx -y pir-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"pir": {
"command": "npx",
"args": [
"-y",
"pir-mcp"
],
"env": {
"PIR_CAPTURE_CMD": "your-value",
"PIR_SELECT_CMD": "your-value",
"PIR_WINDOW_GEOMETRY_CMD": "your-value",
"PIR_PICK_WINDOW_CMD": "your-value",
"PIR_MAX_WAIT_MS": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"pir": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pir-mcp"
],
"env": {
"PIR_CAPTURE_CMD": "your-value",
"PIR_SELECT_CMD": "your-value",
"PIR_WINDOW_GEOMETRY_CMD": "your-value",
"PIR_PICK_WINDOW_CMD": "your-value",
"PIR_MAX_WAIT_MS": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
PIR_CAPTURE_CMD envPIR_SELECT_CMD envPIR_WINDOW_GEOMETRY_CMD envPIR_PICK_WINDOW_CMD envPIR_MAX_WAIT_MS env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 Solteris-Dev 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.0)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, sync. labs
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Lipsync videos, dub them into other languages, make talking videos and open sync. Studio.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
A motion sensor for AI agents.
*"Gives your LLM agents enough info to be a helpful "watcher" without being a privacy nightmare like Windows Recall"* *-Solteris-Dev*
A PIR sensor tells you *that* something moved, never *what*. This is the same idea for a screen: an MCP server that watches named rectangles and answers "did this change?" and "has this gone still?" with a number, a size and a timestamp. No tool in it returns pixels, image files, or anything that could be turned back into a picture.
It exists because an agent driving a desktop keeps needing the same two things: *wake me when the build output moves* and *tell me if this status bar has stopped ticking*. Both are motion questions. Neither needs a screenshot.
still_for_ms, or time out. A short window means "the animation settled, safe to act". A long window on something that should keep changing means it is frozen, and still=true is the alarm.Every comparison reports two numbers over a coarse grid of averaged colour cells (at most 64 across, each at least 4 px), both 0 for identical and 1 for black against white:
metric=peak for a small thing that should tick inside a larger region.Averaging is what makes this a sensor rather than a camera: 64 cells cannot be read.
pir_pick_region carries a purpose line the agent has to write down before you draw.What it *does* reveal, so you can decide whether that is acceptable: that a given rectangle changed, at a given time, by a given magnitude. On a region covering a chat window that is presence information. Choose regions accordingly; the server has no opinion.
The capture itself is delegated to a command you configure, run with your privileges. The default is grim, so nothing here has screen access that you did not already give to grim.
It is on npm as pir-mcp and in the official MCP Registry as io.github.Solteris-Dev/pir-mcp, so most clients can run it with npx -y pir-mcp and no clone:
claude mcp add -s user pir -- npx -y pir-mcp
From source:
git clone https://github.com/Solteris-Dev/pir-mcp
cd pir-mcp && npm install && npm run build
Requires Node 20+ and a screenshot tool that can write binary PPM to stdout.
PIR_CAPTURE_CMD is a template; {x} {y} {w} {h} are substituted and the result runs under sh -c. It must print a binary PPM (P6) to stdout.
| environment | command | |
|---|---|---|
| wlroots / Hyprland / Sway (default) | grim -g "{x},{y} {w}x{h}" -t ppm - | |
| X11 with maim | `maim -g {w}x{h}+{x}+{y} -f png \ | magick png:- ppm:-` |
| X11 with ImageMagick | import -window root -crop {w}x{h}+{x}+{y} +repage ppm:- | |
| macOS | `screencapture -x -R{x},{y},{w},{h} -t png /dev/stdout \ | magick png:- ppm:-` |
Coordinates are whatever the capture tool uses. On a wlroots layout that is the global layout, so an output placed left of the primary has negative x.
PIR_SELECT_CMD runs when an agent calls pir_pick_region or pir_pick_mask and must print x,y wxh. Set it to an empty string to remove those tools entirely.
| environment | command |
|---|---|
| wlroots / Hyprland / Sway (default) | slurp -f "%x,%y %wx%h" |
| X11 | slop -f "%x,%y %wx%h" |
| macOS | see contrib/macos (untested) |
PIR_WINDOW_GEOMETRY_CMD gets {id} substituted and must print x,y wxh for that window; PIR_PICK_WINDOW_CMD must print the id of the window the person chose. Both default to Hyprland (via jq and slurp -r). Set either to an empty string to remove the corresponding tools. Window ids are limited to [A-Za-z0-9_.:-] before they reach a shell.
| environment | geometry | pick | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Hyprland (default) | `hyprctl -j clients \ | jq -r --arg id "{id}" '.[] \ | select(.address==$id) \ | "\(.at[0]),\(.at[1]) \(.size[0])x\(.size[1])"'` | visible windows as slurp boxes, prints the address | ||||
| Sway | `swaymsg -t get_tree \ | jq -r '.. \ | select(.id? == {id}) \ | "\(.rect.x),\(.rect.y) \(.rect.width)x\(.rect.height)"'` | `swaymsg -t get_tree \ | jq -r '.. \ | select(.visible? == true) \ | "\(.rect.x),\(.rect.y) \(.rect.width)x\(.rect.height) \(.id)"' \ | slurp -r -f '%l'` |
| X11 | `xdotool getwindowgeometry --shell {id} \ | awk -F= '/^X/{x=$2}/^Y/{y=$2}/^WIDTH/{w=$2}/^HEIGHT/{h=$2}END{print x","y" "w"x"h}'` | xdotool selectwindow |
Only the Hyprland pair has been run; the others are written from the tools' documentation.
claude mcp add -s user pir -- npx -y pir-mcp
claude mcp add -s user pir -- node /path/to/pir-mcp/dist/stdio.js
Blocking calls default to 55 s and are capped by PIR_MAX_WAIT_MS (540 s). Keep the cap under your host's MCP tool timeout; an agent that needs to watch for longer just calls again.
| variable | default | meaning |
|---|---|---|
PIR_REGIONS | unset | JSON file of regions to define at startup |
PIR_THRESHOLD | 0.05 | default change threshold |
PIR_INTERVAL_MS | 500 | default sampling period |
PIR_DEFAULT_WAIT_MS | 55000 | default timeout for blocking calls |
PIR_MAX_WAIT_MS | 540000 | cap for blocking calls |
PIR_CAPTURE_TIMEOUT_MS | 10000 | how long one capture may take |
PIR_SELECT_TIMEOUT_MS | 60000 | how long the person has to draw a selection |
PIR_MAX_CELLS | 64 | grid resolution on the long side; smaller is coarser and more private |
A regions file looks like:
[
{ "name": "bar", "x": 0, "y": 0, "w": 1920, "h": 26, "masks": [{ "x": 1690, "y": 0, "w": 110, "h": 26 }] } ]
The case that produced this: a status bar that occasionally froze for hours while its process looked healthy. The clock in it should change every minute, so a bar that is still for three minutes is a frozen bar.
pir_pick_region name=bar purpose="watch the status bar for a freeze"
pir_wait_for_stillness name=bar still_for_ms=180000 metric=peak timeout_ms=540000
still=true comes back only if the bar stopped; otherwise the call returns still=false at the timeout and the agent calls again. Nothing on the screen was ever seen, and the person drew the rectangle themselves.
contrib/macos/ holds an AppKit rectangle selector and capture recipe, written blind and untested. If you run it on a real Mac, fix what breaks and send it back.
npm test
MIT.