Security audit

Facebook Adspy & Facebook Ad Library

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed PipiAds/Meta ad research integration, but users should be aware it installs a third-party MCP server globally and gives it a PipiAds API key.

Install only if you trust the pipiads-mcp-server npm package and are comfortable giving it a PipiAds API key. Use a narrowly scoped, revocable key where possible, monitor credit usage, and avoid installing with elevated privileges.

A.I.G

Vulnerability Patterns

Insecure DependenciesIntroduces malicious components through unsafe dependency sources
Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally

Findings (1)

T08 · Insecure Dependencies

Warning

Location: SKILL.md:9
Finding: Unreviewed Globally Installed MCP Dependency Receives an API Key
Content: View full analysis
Remediation: View remediation

SkillSpector

Vulnerability Patterns

Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep

Static analysis

No suspicious patterns detected.