Instagram MCP: connect Instagram to your AI
Use EmbedSocial as your Instagram MCP. Connect Claude, ChatGPT, or any MCP tool to your Instagram feeds, hashtags, and mentions in EmbedSocial, then run any of these automations from a prompt.
Compare Instagram competitor hashtags in Google Sheets
Using the EmbedSocial MCP, pull Instagram posts from [source] tracking #[brand one] and #[brand two]. Calculate share of voice, track daily post volume for each hashtag, break down sentiment as positive, negative, neutral, or sarcastic for each brand, group posts into recurring conversation themes, and list the top related hashtags for each brand. Export the results into Google Sheets with a raw data tab and a summary dashboard.
Build an Instagram competitor comparison report in Google Slides
Using the EmbedSocial MCP, pull Instagram posts from [source] tracking #[brand one] and #[brand two]. Calculate share of voice, daily volume trend, sentiment breakdown, main conversation themes, and top related hashtags for each brand. Export the output as a Google Slides presentation with slide titles and short slide copy, including a methodology slide and suggested next steps.

Match Instagram & TikTok UGC to Shopify product pages

Gather fresh product UGC across networks before a launch
Find creators from Instagram & TikTok mentions and enrich them in Clay
Rank Instagram UGC by conversion from the website for retargeting ads
Sync your Instagram feed to a Webflow website
Export Instagram product feedback into Google Sheets
Using the EmbedSocial MCP, pull Instagram mentions and UGC posts from [source]. Extract product feedback, complaints, feature requests, recurring questions, and praise. Group the feedback by theme, count how often each theme appears, include example posts, and export the results into Google Sheets.
Rank Instagram brand advocates in Google Sheets
Using the EmbedSocial MCP, pull Instagram mentions from [source] and aggregate posts by author. Rank the top brand advocates by post count, engagement, content quality, sentiment, and brand fit. Export the results into Google Sheets with columns for handle, profile link, post count, engagement, example post, and suggested outreach angle.
Build monthly Instagram listening reports in Gamma
Using the EmbedSocial MCP, pull this month's Instagram mentions and UGC posts from [source]. Create a monthly Instagram listening report with mention volume, top posts, sentiment, recurring themes, product feedback, campaign highlights, and recommendations. Format the output as a Gamma-ready report outline with slide titles and short slide copy.
How to set up
- 1
Connect your social media sources in EmbedSocial
Add the social media accounts, hashtags, and sources you want to work with.
- 2
Set up the EmbedSocial MCP in Claude or ChatGPT
Paste the EmbedSocial MCP URL (https://embedsocial.com/admin/mcp) into Claude, ChatGPT, or any MCP tool, then sign in with your EmbedSocial account to authorize access.
- 3
Run a prompt
Copy any prompt below into your AI tool and let the agent run it on your live EmbedSocial data.
Put your social content to work from any AI tool
EmbedSocial is the social media automation platform for UGC and reviews: connect the MCP, then run any workflow from a prompt.