GitHub
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
Description from the maker (original English)
Checks the context files a coding agent reads against the git index, and reports what drifted.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"prumo": {
"command": "npx",
"args": [
"-y",
"@tomd4vs/prumo"
]
}
}
}Run this in your terminal
claude mcp add prumo -- npx -y @tomd4vs/prumoPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"prumo": {
"command": "npx",
"args": [
"-y",
"@tomd4vs/prumo"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"prumo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@tomd4vs/prumo"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account TomD4vs, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.9.7) reached the registry 26 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: GitHub, Desktop Commander, Cloudflare MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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