Interactive network of your instagram followers and their relations in 3 easy steps! (Future-Proof)

Instagram MCP server — 23 tools for the Graph API. Posts, comments, DMs, stories, hashtags, reels, carousels, analytics. npx @mcpware/instagram-mcp

A Python based program to get useful insights from an Instagram creator or business page.

[Failed] AI to recognize emotions, apparel, body pose and activity in images, and measure how they affect audience engagement. ie. likes and comments.

A Python tool for retrieving exact Instagram follower counts and other public profile data from publicly accessible profiles, without login, cookies, or authentication.

A Python script to analyze Instagram followers and following data, providing various analytics such as mutual followers, non-followers, and more.

Privacy first Python tool to analyse Instagram followers, track non-followers, mutuals, and changes over time via Streamlit GUI or CLI.

Private, self-hosted Instagram follower analytics: track followers, unfollowers, mutuals and compare accounts. Local-only, no password.

Python recipes for public Instagram competitor intelligence reports, Reels ranking, hashtag trends, creator mentions, and scheduled monitoring.

Data pipeline for Instagram analytics. Your Meta Business Suite exports in, real metrics out.

Instagram Scraper for extracting follower counts, bios, captions, hashtags, engagement and post images from Instagram.com. Updated 2026.

YouTube API with auto suggestion search - Social media analytics platform for analyzing YouTube and Instagram channels

In Development - GramAnalyzer is a comprehensive Instagram analytics application that helps you understand your Instagram audience better. Track who doesn't follow you back, discover unfollowers, identify ghost followers, analyze story viewers, and get detailed engagement insights. Modern analytics app with Next.js, FastAPI & mobile support