# networklytics-mcp

> Use this tool when you need to analyze YouTube comment social networks and uncover hidden patterns, such as influencer rankings, community structures, and sentiment trends. It solves problems related to understanding online discussions, identifying key players, and detecting emerging topics through influencer centrality ranking, community detection, and sentiment analysis. The tool accepts YouTube comment data as input and outputs AI-generated insights via a public JSON API.

Canonical page: https://skillsregistry.net/skills/leekangbum-networklytics-mcp  
JSON: https://api.skillsregistry.net/v1/skills/leekangbum-networklytics-mcp

## Description

YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain algorithm), sentiment analysis, and AI-generated insights via public JSON API.

## 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:** social-media
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xa70us1hyx)
- **Repository:** <https://github.com/Leekangbum/networklytics-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": "leekangbum-networklytics-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/leekangbum-networklytics-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/leekangbum-networklytics-mcp/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