Facebook Ad Library & Meta Ad Library

• Outcome: Pass
• Latest audit: Sep 16, 2026 · 4:44 AM UTC
• Version: 1.0.1

Overview

This skill is a straightforward PPSPY/Meta ad library integration; its main risk is trusting a third-party npm MCP server with your PPSPY API key and account credits.

Install only if you trust PPSPY and the npm package ppspy-mcp-server@1.0.1. Use a revocable PPSPY API key, monitor credit/billing usage, and prefer running the MCP server in a contained environment if you want to limit the impact of a compromised dependency.

A.I.G

Vulnerability Patterns

• Insecure Dependencies: Introduces malicious components through unsafe dependency sources
• Skill Instruction Hijacking: Alters the agent's session goals or safety constraints when the skill loads
• Agent Memory Poisoning: Writes attacker-controlled rules into memory that affect later sessions
• Remote Payload Retrieval and Execution: Fetches external code whose behavior can change after review
• Embedded Malicious Code: Ships malicious scripts inside the skill and executes them locally

Findings (1)

T08 · Insecure Dependencies

Warning

• Location: SKILL.md:12

Finding

Globally Installed Third-Party MCP Server Executes with API Credentials

Content

View full analysis

Remediation

View remediation

SkillSpector

Vulnerability Patterns

• Data Exfiltration: External Transmission, Env Variable Harvesting, File System Enumeration
• YARA Signatures: Malware Match, Webshell Match, Cryptominer Match
• Prompt Injection: Instruction Override, Hidden Instructions, Exfiltration Commands
• Privilege Escalation: Excessive Permissions, Sudo/Root Execution, Credential Access
• Supply Chain: Unpinned Dependencies, External Script Fetching, Obfuscated Code

Findings (2)

YARA rule 'privilege_escalation_tools': Privilege escalation tools and techniques [hacktools]

High

• Category: YARA Match
• Confidence: 75% confidence

Finding

YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).

Content

Scanner excerpt · SKILL.md (reported line 3)May include surrounding context.

md

---
name: facebook-ad-library
description: Search Facebook Ad Library and Meta Ad Library data with PPSPY. Analyze ads, advertiser stores, landing pages, and ad products from one focused skill.
version: 1.0.0
metadata:
  openclaw:
    requires:
      env:
        - PPSPY_API_KEY
      bins:
        - npm
    install:
      command: npm
      args:
        - install
        - -g
        - "ppspy-mcp-server@1.0.1"
    primaryEnv: PPSPY_API_KEY
    emoji: "🔍"
    homepage: https://www.ppspy.com
    mcpServers:
      ppspy:
        command: ppspy-mcp-server
        env:
          PPSPY_API_KEY: "{{PPSPY_API_KEY}}"
---

# Facebook Ad Library

Search Facebook Ad Library and Meta Ad Library data

External Transmission

Medium

• Category: Data Exfiltration
• Confidence: 50% confidence

Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 37)May include surrounding context.

md

## Setup

1. Visit the official website at [ppspy.com](https://www.ppspy.com/) to view real-time dashboard data and product UI.
2. Visit the direct API site at [api.ppspy.com](https://api.ppspy.com/) to get your API key and manage billing/recharge.
3. Set the environment variable: `PPSPY_API_KEY`

## Available Tools (13 total)

Static analysis

No suspicious patterns detected.