# io.github.houtini-ai/fanout

> Use this tool when you need to analyze and compare content across multiple URLs, identifying gaps in topical coverage. It solves problems of information overlap and omission by detecting differences in content and suggesting areas for improvement. The tool takes in multiple URLs as input and outputs a comparative analysis with gap detection results, ideal for use cases such as content auditing, research, and data-driven decision making.

Canonical page: https://skillsregistry.net/skills/io-github-houtini-ai-fanout  
JSON: https://api.skillsregistry.net/v1/skills/io-github-houtini-ai-fanout

## Description

Multi-URL comparative content analysis with topical gap detection

## Trust

- **Trust score (0–1):** 0.93
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 0.2.6
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.houtini-ai%2Ffanout)
- **Repository:** <https://github.com/houtini-ai/fanout-mcp>

## 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": "io-github-houtini-ai-fanout"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-houtini-ai-fanout` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-houtini-ai-fanout/pull`

---
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