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PrufGate

by GuardianVigil-Labsversion 1.1.0i★ –iRuns on your computer
Registry nameio.github.GuardianVigil-Labs/prufgate

Install

Overview

Description from the maker (original English)

Read-only tools that check whether code, and the tests that claim it works, are real.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Developer tools

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

  • PyPIPython’s uv installed (for the uvx command)

Which app do you use?

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": {
    "prufgate": {
      "command": "uvx",
      "args": [
        "prufgate",
        "mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add prufgate -- uvx prufgate mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "prufgate": {
      "command": "uvx",
      "args": [
        "prufgate",
        "mcp"
      ]
    }
  }
}

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.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "prufgate": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "prufgate",
        "mcp"
      ]
    }
  }
}

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.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

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 10, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account GuardianVigil-Labs, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Developer toolsi

  • More stars than 0% of the other 5620 servers in this category
  • Published to the registry more recently than 65% of the other 5620 servers in this category
  • Basic checks equal to or better than 100% of the other 5620 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is PrufGate safe?

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.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

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).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 14 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: GitHub, Desktop Commander, Cloudflare MCP

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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.

by githubWidely used★ 34.2KUpdated 7 days ago

Computer or cloud

Desktop Commander

MCP server for terminal commands, file operations, and process management

by wonderwhy-erWidely used↓ 709.6K/wk★ 10.2KUpdated 19 days ago

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Cloudflare MCP

Cloudflare MCP servers

by cloudflareWidely used★ 4.4KUpdated 14 months ago

Runs in the cloud✓ mcp.cloudflare.com

README from the maker

Open the README

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.

PrufGate Checks whether code, and the tests that claim it works, are real.

Linters check that code compiles. PrufGate looks for code that compiles, passes review at a glance and still does not do the job. This is the kind of code an AI coding agent (or a hurried human) writes to make a task look finished:

  • a catch block that returns a hard-coded success object;
  • a click handler that does nothing;
  • a test that asserts true, or mocks the very function it tests;
  • a .skip, @ts-ignore or lowered coverage threshold slipped into a diff;
  • an import of a package that is not declared anywhere;
  • an API route that loads a record by ID without checking who owns it.

PrufGate is deterministic: plain Python, no network calls and no LLM unless you ask for one. It runs in seconds on a pull request, and writes SARIF for code scanning and Markdown for humans. It is meant to sit next to your linters and SAST tools, not replace them.

The six engines

#EngineWhat it catches
1Anti-fabrication (prufgate/anti_fabrication)Canned success on error paths, simulated return values, MOCK_*/SAMPLE_* data in production code, stub UI handlers, fake "fresh" timestamps, unimplemented stubs, LLM prompts that ask for a verdict without passing any evidence, documentation addresses in production.
2Test integrity (prufgate/anti_reward_hacking)Tests with no assertions, assertions that cannot fail, tests that mock the unit under test, swallowed exceptions, assertions deleted or weakened in a diff, test files deleted or test cases removed in a diff, production code special-casing a test's literal input.
3Diff guard (prufgate/diff_guard)Skips and focus (.skip, .only, xit, pytest.mark.skip, t.Skip(), #[ignore], @Disabled) added without an issue reference, fake exits (sys.exit(0), process.exit(0), module-level SkipTest) added to tests or test setup, bare suppressions (@ts-ignore, # noqa, // nolint, #[allow]), as unknown as T casts, weakened linter/CI/coverage settings, and new exemptions in PrufGate's own config.
4Contract guard (prufgate/contract_guard)Imports not declared in package.json, pyproject.toml/requirements*.txt, go.mod or Cargo.toml; environment variables read without a default and missing from .env.example; frontend calls to API routes that do not exist.
5BOLA / IDOR (prufgate/bola)Route handlers that look up a record by a client-supplied ID with no auth guard or no tenant/owner scoping, across Express, Next.js, NestJS, FastAPI, Flask, Django, Go (net/http, Gin, Echo, Chi), Spring, Rails and Laravel. Optional live two-token probing of a running service you own.
6Diff reviewer (prufgate/review)High-precision rules on changed lines (SQL built from strings, shell injection, disabled TLS verification, hard-coded credentials, unsanitised HTML, ignored Go errors, credential logging), GitHub suggestion blocks, and optional delegation to an AI CLI or API you choose.

Details, rule IDs, supported languages and known limits for each engine: docs/ENGINES.md.

PrufGate uses pattern and structure heuristics, not a full parser for every language. It will miss things and it will sometimes flag correct code. Every finding names its rule, and inline prufgate-ignore: rule -- reason comments, exemptions and baselines let you record why.

Quick start

PrufGate needs Python 3.9 or newer and Git.

pipx install prufgate     # or: pip install prufgate  (the `prufgate` and `prufgate-mcp` commands)

prufgate --self-check # every engine against its built-in fixtures uvx prufgate --version # or run it without installing, with uv

Or download one file, prufgate.pyz, from the latest release (releases after 1.0.0). It is a zipapp with PyYAML (pure Python) inside, so it needs nothing but Python 3.9 or newer:

curl -LO https://github.com/GuardianVigil-Labs/Prufgate/releases/latest/download/prufgate.pyz

curl -LO https://github.com/GuardianVigil-Labs/Prufgate/releases/latest/download/SHA256SUMS sha256sum -c --ignore-missing SHA256SUMS gh attestation verify prufgate.pyz --repo GuardianVigil-Labs/Prufgate python3 prufgate.pyz --self-check python3 prufgate.pyz check .

The hooks that prufgate init --hooks writes call prufgate on PATH, so for them install the file as a command: install -m 755 prufgate.pyz ~/.local/bin/prufgate. The zipapp runs every command a pip install has except mcp (use pipx install prufgate for the MCP server). Like a pip install, it does not include the shell batteries (./prufgate.sh fast / full with ast-grep, gitleaks and zizmor); prufgate.pyz fast and full run the Python engines only. For the full battery use the container image or a checkout. There are no native per-OS binaries: they would need a build on three operating systems for every release, and the zipapp covers the same need. python3 scripts/build_pyz.py builds the same file from a checkout; it downloads the hash-locked PyYAML sdist from PyPI and refuses one that does not match requirements.txt.

Or run the signed container image, which adds the full gate with ast-grep, gitleaks and zizmor:

docker run --rm -v "$PWD:/workspace" ghcr.io/guardianvigil-labs/prufgate:1.3.0          # the fast gate on this repository

docker run --rm -v "$PWD:/workspace" ghcr.io/guardianvigil-labs/prufgate:1.3.0 prufgate check .

Or add the GitHub Action to a pull-request workflow, pinned to the commit SHA of the v1.3.0 tag (full example):

- uses: actions/checkout@<commit-sha>

with: { fetch-depth: 0, persist-credentials: false }

  • run: python3 -m pip install "PyYAML>=6.0"
  • uses: GuardianVigil-Labs/Prufgate@

Every release is signed and carries build provenance and an SBOM: Verify a release.

Or add it to your pre-commit configuration, .pre-commit-config.yaml (details):

repos:
  • repo: https://github.com/GuardianVigil-Labs/Prufgate rev: v1.3.0 hooks:
  • id: prufgate # changed files, on every commit
  • id: prufgate-full # whole repository, before a push (pre-commit install --hook-type pre-push)

Then, in your project:

prufgate check .                          # engines 1-5 on the whole repository

prufgate check --changed --base origin/main # only what this branch changed prufgate init --hooks # starter config + coding-agent hooks prufgate baseline # record existing findings; only new ones are reported

Exit codes are the same everywhere: 0 clean, 1 blocking findings (P0/P1), 2 PrufGate could not run (bad config, bad base ref, unreadable file, engine crash). A crash never reads as a pass.

Ways to run it

WantUse
A quick check while codingprufgate check --changed
What a finding means and how to fix itprufgate explain (or --list for every rule): works offline
Adopt it on a codebase that already has findingsprufgate baseline, then commit .prufgate/baseline.yaml: existing findings are recorded and only new ones are reported (details)
Findings inline in VS CodeThe VS Code extension (source): runs prufgate check --changed on save, trusted workspaces only (install from a .vsix for now)
One engineprufgate test-audit, prufgate bola, prufgate review
The full gate with SARIF and Markdown reports./prufgate.sh fast (changed files) or ./prufgate.sh full, from a checkout. Reports go to reports/prufgate.sarif, reports/prufgate-review.md, reports/gl-code-quality-report.json (GitLab Code Quality) and reports/prufgate-junit.xml.
A pull-request gate on GitHubThe composite action in this repository: docs/CI_INTEGRATION.md
The result where reviewers lookThe action writes a short summary (verdict, top findings, what the change touched) to the job summary, and with pr_comment: 'true' keeps it as one pull request comment: details
A coding agent sent back to fix its findings before it stopsprufgate init --hooks (Claude Code Stop hook, which asks once; Cursor rule; the pre-commit hook and the CI gate enforce)
A coding agent stopped from skipping hooks, force-pushing or deleting tests and CI configprufgate init --hooks (Claude Code, Cursor) or `--agent copilot\codex\gemini: fail-closed hooks running prufgate hook ` (support table)
Base-branch tests run against the head code (executes repository tests: sandbox or CI only, opt-in)prufgate verify --differential --allow-run-tests
Mutation smoke test on the changed lines with an installed mutmut, Stryker, PIT, gremlins, go-mutesting or cargo-mutants (executes repository tests: opt-in)prufgate verify --mutation --allow-run-tests
PrufGate as a Claude Code plugin (hooks plus a /prufgate:prufgate-check skill)pipx install prufgate, then in Claude Code /plugin marketplace add GuardianVigil-Labs/Prufgate and /plugin install prufgate@prufgate (details)
Other agents and AI reviewers (Cursor Bugbot, Copilot review) told to use PrufGate's findingsprufgate init --agents-md (AGENTS.md) and --bugbot (.cursor/BUGBOT.md): a marked section, updated in place on rerun (details)
An AI second opinion on PrufGate's own low-confidence findings only (opt-in, sends a few lines of code to a provider you choose)ai_adjudicate: true in the configuration: see AI adjudication

| Tools for an agent over MCP | prufgate mcp: ten

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