# Instagram Engagement Analysis

> Use this tool when you need to analyze Instagram engagement metrics and extract demographic insights to inform your social media strategy. It solves problems related to understanding audience interactions, identifying potential leads, and optimizing marketing efforts. By providing Instagram post and account data as input, it outputs actionable insights to enhance your online presence.

Canonical page: https://skillsregistry.net/skills/bob-lance-instagram-engagement-mcp  
JSON: https://api.skillsregistry.net/v1/skills/bob-lance-instagram-engagement-mcp

## Description

Analyze Instagram engagement metrics, extract demographic insights, and identify potential leads from posts and accounts. Gain actionable insights to enhance your social media strategy and marketing efforts.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** social-media
- **Updated:** 2026-04-27

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/Bob-lance/instagram-engagement-mcp)
- **Repository:** <https://github.com/Bob-lance/instagram-engagement-mcp#readme>

## 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": "bob-lance-instagram-engagement-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bob-lance-instagram-engagement-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bob-lance-instagram-engagement-mcp/pull`

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