Instagram Engagement MCP

An MCP server that provides tools for analyzing Instagram engagement metrics, extracting demographic insights, and identifying potential leads from Instagram posts and accounts.

Features

Analyze Post Comments: Extract sentiment, themes, and potential leads from comments on Instagram posts
Compare Accounts: Compare engagement metrics across different Instagram accounts
Extract Demographics: Get demographic insights from users engaged with a post or account
Identify Leads: Find potential leads based on engagement patterns and criteria
Generate Engagement Reports: Create comprehensive reports with actionable insights

Installation

Installing via Smithery

To install Instagram Engagement Analysis for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @Bob-lance/instagram-engagement-mcp --client claude

Option 1: Install from npm

npm install -g instagram-engagement-mcp

Option 2: Clone from GitHub

git clone https://github.com/Bob-lance/instagram-engagement-mcp.git
cd instagram-engagement-mcp
npm install

Setup

Copy the .env.example file to .env and add your Instagram credentials:
cp .env.example .env
Edit the .env file with your Instagram username and password

Building from Source

If you cloned the repository, build the project:

npm run build

Configuration

Add the server to your MCP settings file:

{
  "mcpServers": {
    "instagram-engagement": {
      "command": "npx",
      "args": ["instagram-engagement-mcp"],
      "env": {
        "INSTAGRAM_USERNAME": "your_instagram_username",
        "INSTAGRAM_PASSWORD": "your_instagram_password"
      },
      "disabled": false,
      "autoApprove": []
    }
  }
}

If you cloned the repository instead of installing from npm, use:

{
  "mcpServers": {
    "instagram-engagement": {
      "command": "node",
      "args": ["/path/to/instagram-engagement-mcp/build/index.js"],
      "env": {
        "INSTAGRAM_USERNAME": "your_instagram_username",
        "INSTAGRAM_PASSWORD": "your_instagram_password"
      },
      "disabled": false,
      "autoApprove": []
    }
  }
}

Available Tools

analyze_post_comments

Analyze comments on an Instagram post to identify sentiment, themes, and potential leads.

Parameters:

postUrl (required): URL of the Instagram post to analyze
maxComments (optional): Maximum number of comments to analyze (default: 100)

compare_accounts

Compare engagement metrics across different Instagram accounts.

Parameters:

accounts (required): List of Instagram account handles to compare
metrics (optional): Metrics to compare (default: all)

extract_demographics

Extract demographic insights from users engaged with a post or account.

Parameters:

accountOrPostUrl (required): Instagram account handle or post URL to analyze
sampleSize (optional): Number of users to sample for demographic analysis (default: 50)

identify_leads

Identify potential leads based on engagement patterns.

Parameters:

accountOrPostUrl (required): Instagram account handle or post URL to analyze
criteria (optional): Criteria for identifying leads

generate_engagement_report

Generate a comprehensive engagement report for an Instagram account.

Parameters:

account (required): Instagram account handle
startDate (optional): Start date for the report (YYYY-MM-DD)
endDate (optional): End date for the report (YYYY-MM-DD)

Notes

This server uses the Instagram Private API, which is not officially supported by Instagram
Use responsibly and in accordance with Instagram's terms of service
Be aware of rate limits to avoid being blocked by Instagram

You must be authenticated.

security – no known vulnerabilities

license - permissive license

quality - confirmed to work

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

Tools

Provides tools for analyzing Instagram engagement metrics, extracting demographic insights, and identifying potential leads from Instagram posts and accounts.

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