Give Claude or Cursor read-only access to public Instagram data with one MCP URL
If you ask an AI assistant about an Instagram account, it usually guesses. So it can't help with a competitor or a creator you want to research. We…
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Why your Instagram scraper works on your laptop and dies on the server
The most common message in our support inbox is a variation of “it worked yesterday on my machine”. It did, and it will again — on that machine. Ins…
Shipping an Instagram DM automation engine without breaking Meta's rules: 6 lessons
We run Targenix , a free automation platform for businesses in Uzbekistan that sell through Facebook and Instagram ads. This year we replaced our ha…
One webhook for WhatsApp, Instagram and Messenger — the payload shape that lets you write a single parser
Disclosure: I work on WAME API , a Meta Business Partner. The payload format below is what our platform emits, but the structural idea — normalizing…
A Production-Minded Go SDK for Social Media Workflows: Introducing socialkit-go
Social-content integrations often begin with a deceptively small requirement: fetch a transcript, inspect a creator profile, or put engagement figur…
Configurable Video Transition Duration in Reel Quick
Video transitions are one of those details that quietly shape the feel of an edit. In Reel Quick issue #13 , the goal was simple: let users control…
I Built an Instagram Bot Cleaner in Python Here's the Architecture
https://github.com/Saqlvation/instapurge https://www.youtube.com/watch?v=5vW7f2HbNiA TL;DR I built InstaPurge, a Python-based Instagram bot cleaner…
What Meta Pulling an Instagram AI Feature Teaches Builders
Meta removed a controversial AI feature on Instagram after its own users pushed back, and the quiet reversal is more instructive than the feature it…
Telegram-бот, который молча скачивает видео по ссылкам в групповых чатах: как это сделать, не ломая приватность
Существует продуктовый паттерн, который я редко вижу разобранным в технических статьях на русском: бот в групповом чате, который реагирует не на ком…
Grow Your Instagram Smarter with Instagrow — Chrome Extension for Safe Automation
If you manage an Instagram account , you already know how time-consuming it becomes to manually follow and unfollow hundreds of accounts. That’s exa…
Automate Instagram Carousel Posts with n8n + RenderPix
If you're creating Instagram carousels manually — designing each slide in Figma or Canva, exporting, uploading — you're wasting hours every week. In…