# Advertising-Analysis

> Use this tool when you need to analyze and demonstrate the risks of advertising injection middleware in large language models (LLMs). It solves problems related to unwanted advertisement injection by showcasing the capabilities of an MCP server in modifying LLM responses. The tool takes LLM responses as input and outputs advertisements-injected responses, highlighting potential security risks in various applications.

Canonical page: https://skillsregistry.net/skills/xiaobenyang-com-1777316659317763  
JSON: https://api.skillsregistry.net/v1/skills/xiaobenyang-com-1777316659317763

## Description

A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/m60zg7puba)
- **Repository:** <https://github.com/xiaobenyang-com/1777316659317763>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "xiaobenyang-com-1777316659317763"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/xiaobenyang-com-1777316659317763` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/xiaobenyang-com-1777316659317763/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt