# Instagram Engagement Analysis Toolkit

> Use this tool when you need to analyze Instagram engagement metrics, identify trends, and extract insights to inform marketing strategies. It solves problems related to understanding post performance, comparing account metrics, and identifying potential leads by providing detailed engagement reports and demographic extraction. The toolkit takes Instagram data as input and outputs comprehensive analytics and reports to support data-driven decisions for Instagram growth and optimization.

Canonical page: https://skillsregistry.net/skills/geekyriolu-mcp-insta  
JSON: https://api.skillsregistry.net/v1/skills/geekyriolu-mcp-insta

## Description

Analyze Instagram engagement to extract insights on post comments, compare account metrics, identify potential leads, and generate detailed engagement reports. Empower your marketing and social media strategies with demographic extraction and comprehensive analytics. Use this toolkit to make data-driven decisions for Instagram growth and engagement optimization.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** social-media
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/GeekyRiolu/mcp_insta)

## 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": "geekyriolu-mcp-insta"
    }
  }
}
```

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