Instagram Engagement MCP

Integrations

  • Uses .env files for configuration of Instagram credentials and other environment variables.

  • Allows cloning the repository from GitHub as an installation option.

  • Provides tools for analyzing Instagram engagement metrics, extracting demographic insights from users and comments, comparing accounts, identifying potential leads based on engagement patterns, and generating comprehensive engagement reports for posts and accounts.

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

  1. Copy the .env.example file to .env and add your Instagram credentials:
    cp .env.example .env
  2. 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.

A
security – no known vulnerabilities
A
license - permissive license
A
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.

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

  1. Features
    1. Installation
      1. Installing via Smithery
      2. Option 1: Install from npm
      3. Option 2: Clone from GitHub
    2. Setup
      1. Building from Source
        1. Configuration
          1. Available Tools
            1. analyze_post_comments
            2. compare_accounts
            3. extract_demographics
            4. identify_leads
            5. generate_engagement_report
          2. Notes

            Related MCP Servers

            • -
              security
              F
              license
              -
              quality
              Enables app store analytics and competitor analysis through AppTweak API, with tools for keyword research, download estimates, and user review insights.
              Last updated -
              4
              JavaScript
            • A
              security
              A
              license
              A
              quality
              Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
              Last updated -
              8
              6
              TypeScript
              Apache 2.0
              • Apple
            • A
              security
              F
              license
              A
              quality
              A server that allows fetching Instagram posts using Chrome's existing login session via Model Context Protocol (MCP).
              Last updated -
              1
              4
              TypeScript
            • -
              security
              A
              license
              -
              quality
              A powerful LinkedIn Profile Analyzer that seamlessly integrates with Claude AI to fetch and analyze public LinkedIn profiles, enabling users to extract, search, and analyze posts data through RapidAPI's LinkedIn Data API.
              Last updated -
              1
              Python
              MIT License

            View all related MCP servers

            ID: 6gfsk168ly