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  1. Home
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  3. Judges Panel
Judges Panel logo
Health: ActiveRecent health check succeeded.Last checked 9/22/2026, 7:16:17 PM

Judges Panel

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository7 GitHub StarsTotal stargazers on GitHub for the source repository (7 stars).Visit Website

18 specialized judges that evaluate AI-generated code for security, cost, and quality.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "judges-panel": {
      "command": "npx",
      "args": [
        "-y",
        "@kevinrabun/judges-cli"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (3) Directory Badge Claim listing AlternativesπŸ”’ More in Security

Capabilities & Tool Schemas (3) ~102 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server β€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Judges Panel.

evaluate_v2

Run a **V2 context-aware tribunal evaluation** designed to raise feedback quality toward lead engineer/architect-level review:

evaluate_app_builder_flow

Run a **3-step app-builder workflow** for technical and non-technical stakeholders:

evaluate_public_repo_report

Clone a **public repository URL**, run the full judges panel across eligible source files, and generate a consolidated markdown report.

Documentation Overview

Judges Panel

An MCP (Model Context Protocol) server that provides a panel of 45 specialized judges to evaluate AI-generated code β€” acting as an independent quality gate regardless of which project is being reviewed. Combines deterministic pattern matching & AST analysis (instant, offline, zero LLM calls) with LLM-powered deep-review prompts that let your AI assistant perform expert-persona analysis across all 45 domains.

Highlights:

  • Includes an App Builder Workflow (3-step) demo for release decisions, plain-language risk summaries, and prioritized fixes β€” see Try the Demo.
  • Includes V2 context-aware evaluation with policy profiles, evidence calibration, specialty feedback, confidence scoring, and uncertainty reporting.
  • Includes public repository URL reporting to clone a repo, run the full tribunal, and output a consolidated markdown report.
  • 200+ deterministic auto-fix patches (see src/patches/index.ts) plus LLM-powered deep review.

πŸ§ͺ Many commands in printHelp are experimental/roadmap. By default, we show GA commands only. Set JUDGES_SHOW_EXPERIMENTAL=1 to reveal stubs; these may not be wired yet.

CI npm npm downloads License: MIT Tests

πŸ”° Packages

  • CLI: @kevinrabun/judges-cli β†’ binary judges (use npx @kevinrabun/judges-cli eval --file app.ts).
  • MCP/API: @kevinrabun/judges β†’ programmatic API + MCP server (npm install @kevinrabun/judges).
  • VS Code extension: see vscode-extension/.
  • GitHub Action: uses: KevinRabun/judges@main (see CI quickstart).

Quickstart

CLI (one-off)

bash
# Using the CLI package (recommended)
npx @kevinrabun/judges-cli eval --file src/app.ts

# Show GA commands only (default)
npx @kevinrabun/judges-cli --help

# Show experimental/roadmap commands
echo "JUDGES_SHOW_EXPERIMENTAL=1" >> $GITHUB_ENV
npx @kevinrabun/judges-cli --help

# License scan (supply-chain & license compliance)
npx @kevinrabun/judges-cli license-scan --dir .

CLI vs API: If you want to embed Judges in your app (MCP/API), install @kevinrabun/judges. For the command-line, use @kevinrabun/judges-cli (binary judges).

GitHub Action

yaml
name: Judges
on: [pull_request, push]
jobs:
  judges:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: KevinRabun/judges@main
        with:
          path: .
          diff-only: true           # evaluate only changed lines in PRs (default true)
          fail-on-findings: true    # fail on critical/high findings
          upload-sarif: true        # upload SARIF to GitHub Code Scanning

Programmatic API (MCP server included)

Terminal
npm install @kevinrabun/judges
server.ts
import { evaluateCode } from "@kevinrabun/judges/api";
const verdict = evaluateCode("const password = 'ProdSecret';", "typescript");
console.log(verdict.overallVerdict, verdict.overallScore);

MCP server

The MCP server runs on stdio and is started by your MCP client (VS Code, Claude Desktop, etc.). Configure it in your MCP settings (e.g. mcp.json):

config.json
{
  "servers": {
    "judges": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@kevinrabun/judges"]
    }
  }
}

Or run the server directly:

Terminal
npx @kevinrabun/judges
# Starts the MCP server on stdio

Config file: .judgesrc.json (supports ${ENV_VAR} substitution via expandEnvPlaceholders). See Configuration.


Why Judges?

AI code generators (Copilot, Cursor, Claude, ChatGPT, etc.) write code fast β€” but they routinely produce insecure defaults, missing auth, hardcoded secrets, and poor error handling. Human reviewers catch some of this, but nobody reviews 45 dimensions consistently.

ESLint / BiomeSonarQubeSemgrep / CodeQLJudges
ScopeStyle + some bugsBugs + code smellsSecurity patterns45 domains: security, cost, compliance, a11y, API design, cloud, UX, …
AI-generated code focusNoNoPartialPurpose-built for AI output failure modes
SetupConfig per projectServer + scannerCloud or localOne command: npx @kevinrabun/judges-cli eval file.ts
Auto-fix patchesSomeNoNo200+ deterministic patches β€” instant, offline
Non-technical outputNoDashboardNoPlain-language findings with What/Why/Next
MCP nativeNoNoNoYes β€” works inside Copilot, Claude, Cursor
SARIF outputNoYesYesYes β€” upload to GitHub Code Scanning
CostFree$$$$Free/paidFree / MIT

Judges doesn't replace linters β€” it covers the dimensions linters don't: authentication strategy, data sovereignty, cost patterns, accessibility, framework-specific anti-patterns, and architectural issues across multiple files.

Judges β€” Terminal Output


Quick Start

Prereqs: Node.js >=18 (>=20 recommended), npx available. The judges CLI binary ships with @kevinrabun/judges-cli (preferred) and also works via npx @kevinrabun/judges.

Packages:

  • CLI: npm install -g @kevinrabun/judges-cli (or npx @kevinrabun/judges-cli ...)
  • MCP/API: npm install @kevinrabun/judges

Use @kevinrabun/judges for the MCP server and programmatic API. Use @kevinrabun/judges-cli when you want the judges terminal command.

Try it now (no clone needed)

bash
# Install the CLI globally
npm install -g @kevinrabun/judges-cli

# Evaluate any file
judges eval src/app.ts

# Pipe from stdin
cat api.py | judges eval --language python

# Single judge
judges eval --judge cybersecurity server.ts

# SARIF output for CI
judges eval --file app.ts --format sarif > results.sarif

# HTML report with severity filters and dark/light theme
judges eval --file app.ts --format html > report.html

# Fail CI on findings (exit code 1)
judges eval --fail-on-findings src/api.ts

# Suppress known findings via baseline
judges eval --baseline baseline.json src/api.ts

# Use a named preset
judges eval --preset security-only src/api.ts

# Use a config file
judges eval --config .judgesrc.json src/api.ts

# Set a minimum score threshold (exit 1 if below)
judges eval --min-score 80 src/api.ts

# One-line summary for scripts
judges eval --summary src/api.ts

# Agentic skills (orchestrated judge sets)
judges skill ai-code-review --file src/app.ts
judges skill security-review --file src/api.ts --format json
judges skill release-gate --file src/app.ts
judges skills   # list available skills

> Full catalog: [`docs/skills.md`](docs/skills.md)


# List all 45 judges
judges list

Additional CLI Commands

bash
# Interactive project setup wizard
judges init

# Preview auto-fix patches (dry run)
judges fix src/app.ts

# Apply patches directly
judges fix src/app.ts --apply

# License compliance scan (copyleft/unknown detection)
judges license-scan --format json --risk high

# Watch mode β€” re-evaluate on file save
judges watch src/

# Project-level report (local directory)
judges report . --format html --output report.html

# Evaluate a unified diff (pipe from git diff)
git diff HEAD~1 | judges diff

# Analyze dependencies for supply-chain risks
judges deps --path . --format json

# Run GitHub App server (zero-config PR reviews)
judges app serve --port 4567

# Run GitHub PR review (gh CLI required)
judges review --pr 123 --repo owner/name --diff-only

# Auto-tune presets and configs
judges tune --dir . --apply

# Create a baseline file to suppress known findings
judges baseline create --file src/api.ts -o baseline.json

# Generate CI template files
judges ci-templates --provider github
judges ci-templates --provider gitlab
judges ci-templates --provider azure
judges ci-templates --provider bitbucket

# Generate per-judge rule documentation
judges docs
judges docs --judge cybersecurity
judges docs --output docs/

# Install shell completions
judges completions bash   # eval "$(judges completions bash)"
judges completions zsh
judges completions fish
judges completions powershell

# Install pre-commit hook
judges hook install

# Uninstall pre-commit hook
judges hook uninstall

πŸ”Ž Tip: The CLI help now defaults to GA commands only. To see experimental/roadmap commands, run:

bash
JUDGES_SHOW_EXPERIMENTAL=1 judges --help

GitHub App (self-hosted webhook)

Run a zero-config PR reviewer as a GitHub App:

bash
# Run the webhook server locally
judges app serve --port 4567

Required env vars:

  • JUDGES_APP_ID – GitHub App ID
  • JUDGES_PRIVATE_KEY or JUDGES_PRIVATE_KEY_PATH – PEM private key
  • JUDGES_WEBHOOK_SECRET – signature verification secret

Optional:

  • JUDGES_MIN_SEVERITY (default: medium)
  • JUDGES_MAX_COMMENTS (default: 25)
  • JUDGES_TEST_DRY_RUN=1 to avoid live network calls during tests

For local testing, you can expose http://localhost:4567/webhook via ngrok http 4567 and configure the GitHub App webhook URL accordingly.

Use in GitHub Actions

Add Judges to your CI pipeline with zero configuration:

yaml
# .github/workflows/judges.yml
name: Judges Code Review
on: [pull_request]

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
7
Stargazers on the source repository.
npm downloads
191
Package downloads in the last 30 days.
Last commit
3mo ago
Most recent push to the default branch.
Tools exposed
3
Callable tools this server registers over MCP.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Judges Panel

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "judges-panel": { "command": "npx", "args": ["-y","@kevinrabun/judges-cli"] } }

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Technical Specs & Signals

CategoryπŸ”’Security
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
Last updatedJun 22, 2026
11/16 checks healthy over the last 46d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars7
GitHub Star CountTotal stargazers on GitHub representing community popularity (7 stars).
Last commit3mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Jun 22, 2026
npm downloads191/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
52Quality signal: Good Β· 52/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools24/30
Adoption & activity5/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 6d ago via OSV.dev Β· @kevinrabun/judges-cli (npm)

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