GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
Checks the context files a coding agent reads against the git index, and reports what drifted.
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。
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": {
"prumo": {
"command": "npx",
"args": [
"-y",
"@tomd4vs/prumo"
]
}
}
}在终端中运行这条命令
claude mcp add prumo -- npx -y @tomd4vs/prumo粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"prumo": {
"command": "npx",
"args": [
"-y",
"@tomd4vs/prumo"
]
}
}
}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": {
"prumo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@tomd4vs/prumo"
]
}
}
}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。
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6日
注册名称已通过 GitHub 账户 TomD4vs 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(0.9.7)于26天前进入注册中心。
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:GitHub, Desktop Commander, Cloudflare MCP
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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
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。
Checks the context files your coding agent reads against the code beside them.
Three months ago someone wrote this in CLAUDE.md:
The sidebar logo lives in `layouts/AppLayout.vue`.
The folder has since been renamed to Layouts, with a capital L. Windows and macOS still open that path, so nothing ever complained. Linux and CI don't, and every agent that reads the file gets sent somewhere that doesn't exist.
That line survived six hand-run audits of the same files. prumo found it in four seconds.
If you already have Node.js 18+ and git, you are ready. Nothing to install, nothing to configure, no account to create. From a terminal inside any git repository:
npx @tomd4vs/prumo
prumo locates your context files on its own: CLAUDE.md, AGENTS.md, .cursor/rules, .github/copilot-instructions.md, installed skills in .claude/skills/ and the rest. Every file and folder it looks for is in the reference.
For frequent use, install it once:
npm install -g @tomd4vs/prumo # available everywhere on your machine
npm install --save-dev @tomd4vs/prumo # or as a dev dependency of one project
Either way the command is prumo, with zero dependencies. Errors at this step, such as an old Node or a folder that isn't a git repository, are in Troubleshooting.
A clean run:
prumo — 1 context file, 401 files tracked by git
nothing to review.
A run with findings, annotated:
prumo — 3 context files, 412 files tracked by git ← what it read
1 historical entry exempt from path checks ← what it skipped on purpose
CASE MISMATCH (1) wrong letter case: works on Windows and macOS, fails on Linux and CI CLAUDE.md:18 layouts/AppLayout.vue -> resources/js/Layouts/AppLayout.vue ↑ what the note says ↑ what the repository has
BROKEN LINK (2) points at a page or heading that is not there; 1 with a likely destination CLAUDE.md:21 [[deploy-checklist]] -> deploy_checklist ← the file it probably meant CLAUDE.md:30 [[old-architecture]] ← no candidate: renamed or deleted
MISSING PATH (1) the note cites it, but git tracks no such file or folder docs/setup.md:44 config/database.php ← file, line, dead path Copy the template into config/database.php… ← the sentence, so you can judge
4 to review, --fix corrects 1 ← 1 + 2 + 1
Every finding carries a file, a line number and the correction, and a missing path says where git moved it when the history holds a rename. Nothing is guessed and nothing is written. What each finding means, and what to do about it, is in the reference. If it flags a line you know is correct, Silencing a finding covers the two ways to say so, and when it stays quiet about a line you expected it to flag, prumo --explain CLAUDE.md:12 says what it read there and which filter decided (why a line was or was not reported).
Three limits, chosen on purpose and explained in Design:
Every check was measured on public repositories before it shipped, and the design page publishes the numbers, the ugly ones included.
prumo is a plain CLI, so any agent with shell access can run it.
Ask the agent to run it. npx @tomd4vs/prumo works in any git repository, and covers skills installed under .claude/skills/ on its own. For a repository that is itself a skill, name the file: npx @tomd4vs/prumo . SKILL.md. The text output names the file, the line and the correction, which is enough for an agent to act on without parsing. --format json returns the same findings as structured data.
Expose it as a tool. The package also ships prumo-mcp, an MCP server over stdio with five tools: prumo_check, which is read only, prumo_fix, which rewrites letter case and the renames git recorded, and the three reports, prumo_drift, prumo_budget and prumo_coverage, read only as well. In Claude Code:
claude mcp add prumo -- npx -y -p @tomd4vs/prumo prumo-mcp
The configuration for any other MCP client is in Agents.
Add a slash command. A file at .claude/commands/prumo.md turns the check into /prumo:
Run `npx @tomd4vs/prumo` and fix every finding it reports.
Run it after every edit. A PostToolUse hook runs prumo whenever the agent writes a context file, so the findings land in the transcript and it can fix them in the same turn. The hook, for bash and for PowerShell, is in Agents.
prumo exits non-zero on findings, so it drops into a pipeline as a single step. The shortest form is the action this repository ships:
# .github/workflows/docs.yml
name: docs on: [push, pull_request] jobs: prumo: runs-on: ubuntu-latest steps:
It annotates the exact line of the pull request and fails the job when something needs review. npx @tomd4vs/prumo --quiet after actions/setup-node does the same in any pipeline. Use actions/checkout as normal; prumo reads the git index, so a checkout that omits it will not work. Three options cover the rest:
--baseline records what a repository with a backlog already has, once; later runs fail only on what is new.--since origin/main checks only the context files a pull request touched.--sarif FILE writes the findings for code scanning, and .pre-commit-hooks.yaml runs the same check before each commit through the pre-commit framework.The action's inputs, the SARIF upload and the pre-commit block are in the reference.
Beyond the checks, three commands measure instead of judging, and exit 0 whatever they find:
prumo drift # which sections describe code that changed since they were written
prumo budget # what each context file costs the agent, and what is written twice prumo coverage # which folders of the code no context file mentions, most active first
drift reads from git blame when each section was last written, counts the commits that touched the files it cites since then, and lists the sections most moved first: a reading order for a review, since a section whose files changed forty times may still be right. budget estimates what the context files cost at every session, with the files a CLAUDE.md imports, and what they add only when a skill, a folder's note or a scoped rule is used, how much that grew since a commit, and which paragraphs are written in more than one place. coverage lists the folders of the code, package by package in a workspace, that no context file mentions, the most commits in ninety days first: what the agent is never told about. All three are on the reference, and all three are tools of the MCP server.
| Page | What it answers |
|---|---|
| Reference | Every option and exit code, what each finding means, how to silence one, what --fix touches |
| Agents | Every integration in full: the MCP server, the PostToolUse hook for bash and PowerShell, the slash command |
| Design | Why so few checks: the measurement that removed the symbol checker, and the filters that keep the rest quiet |
| Troubleshooting | Error messages, and the questions people ask before adopting it |
| API | Calling it from code, and running the test suite |
MIT