Security audit

TikTok Shop Ad Library & TikTok Shop Analytics

Security checks for vulnerabilities and agentic risk

Overview

This skill coherently connects TikTok Shop ad research to the PipiAds MCP server, but users should treat the globally installed third-party server and API key access as a normal integration trust decision.

Install this only if you trust the PipiAds MCP package and are comfortable giving it a dedicated PipiAds API key. Use a limited key where possible, monitor credit and billing usage, and prefer an isolated environment for the global npm server if you handle sensitive local data.

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: Globally Installed Third-Party MCP Server Receives a Sensitive 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.