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Instagram EmbedSocial Claude

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.

EmbedSocial InstagramGoogle Sheets
Content

Automate Instagram product mention tracking in Google Sheets

Find Instagram media in my EmbedSocial feeds mentioning [product keyword] from the last 30 days. Add the post URL, creator, date, caption summary, sentiment, and recommended action to a Google Sheet.

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EmbedSocial InstagramCanva
Conversion

Turn Instagram hashtags into Canva ads

Using the EmbedSocial MCP, get my Instagram mention media. Filter to photos and videos, then create Canva ad variations from the top 5 assets.

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EmbedSocial InstagramGoogle Sheets
Analytics

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.

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EmbedSocial Instagram Google Slides
Analytics

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.

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EmbedSocial InstagramTikTokShopify
Ecommerce

Match Instagram & TikTok UGC to Shopify product pages

Using the EmbedSocial MCP, find Instagram and TikTok UGC mentioning [product], and map each asset to the matching Shopify product page for shoppable UGC.

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EmbedSocial InstagramTikTokYouTubeShopify
Ecommerce

Gather fresh product UGC across networks before a launch

Using the EmbedSocial MCP, pull the most recent UGC across Instagram, TikTok and YouTube mentioning [product] from the last 14 days and list assets ready to feature on the Shopify launch page.

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EmbedSocial InstagramTikTok Clay
Lead generation

Find creators from Instagram & TikTok mentions and enrich them in Clay

Using the EmbedSocial MCP, pull creators from Instagram and TikTok mentions and hashtags for [keyword], dedupe by handle, and send the list to Clay to enrich with contact info for outreach.

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EmbedSocial Instagram
Conversion

Export ranked Instagram UGC into a retargeting shortlist

Using the EmbedSocial MCP, rank my Instagram UGC by website widget engagement (post clicks and CTA clicks) for the last 30 days and give me the top 10 to use as retargeting ad creative.

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EmbedSocial Instagram Webflow
Content

Sync your Instagram feed to a Webflow website

Using the EmbedSocial MCP and the Webflow connector, list my Instagram feed widgets, confirm the latest media in each, and update the embed on my Webflow site so it shows my newest posts.

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EmbedSocial InstagramGoogle Sheets
Analytics

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.

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EmbedSocial InstagramGoogle Sheets
Lead generation

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.

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EmbedSocial Instagram Gamma
Analytics

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.

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EmbedSocial Instagram HubSpot
Lead generation

Turn Instagram mentions into HubSpot leads

Create a HubSpot lead whenever someone on Instagram asks for product recommendations matching what we offer.

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What is an Instagram MCP alternative?

MCP (Model Context Protocol) lets AI tools like Claude and ChatGPT connect directly to live data instead of copy-pasted context. Instagram doesn't offer a public MCP server, so there's no official way to pull your feeds, hashtag mentions, or UGC into an AI agent. EmbedSocial closes that gap.

  • Fetch a single Instagram media item by ID

    Pull full post detail (caption, media, engagement) for one specific post.

  • Pull hashtag album media

    Retrieve all Instagram posts collected under a tracked hashtag source.

  • Query social feed items

    Search and filter your connected Instagram feed data with flexible criteria (date range, keyword, source).

  • List your Instagram widgets

    See every widget built from your Instagram sources and their configuration.

  • Get widget analytics

    Pull engagement metrics (clicks, views, CTA performance) for any Instagram-powered widget.

  • Get a single hashtag album's media by ID

    Retrieve all posts collected under one specific tracked hashtag album, rather than the whole feed.

How to set up your Instagram MCP alternative?

  1. 1

    Connect your social media sources in EmbedSocial

    Add the social media accounts, hashtags, and sources you want to work with.

  2. 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.

  3. 3

    Run a prompt

    Copy any prompt above into your AI tool and let the agent run it on your live EmbedSocial data.

Official vs Open-Source vs EmbedSocial

Native Instagram/Meta APISelf-hosted open-source MCP (GitHub)EmbedSocial Instagram MCP
Official MCP from MetaNot availableN/A (community-built)N/A (third-party bridge)
Setup timeDays (developer app review, tokens)Hours (clone repo, configure auth, host it)Minutes (paste one MCP URL)
Coding requiredYesYesNo
Hosting/maintenanceYou manage the appYou host and maintain the serverFully hosted by EmbedSocial
Data includedRaw API endpoints onlyWhatever the maintainer builtFeeds, hashtags, mentions, UGC, widget analytics
Reporting/widgetsNoneNoneBuilt-in (Google Sheets, Slack, Gamma, etc. via automations)
SupportMeta developer docs onlyCommunity/noneEmbedSocial support

Valid as of September 2026. Check official updates for any changes.

EmbedSocial Automations

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.

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Instagram MCP FAQ

What is Instagram MCP?
Instagram MCP refers to connecting Instagram data to an AI agent (like Claude or ChatGPT) using the Model Context Protocol. Since Meta doesn't offer a public MCP server for Instagram, EmbedSocial acts as the bridge, exposing your connected Instagram feeds, hashtags, and mentions as MCP tools your AI agent can call directly.
Is there an official Instagram MCP server from Meta?
Not currently. Meta has not published a public MCP server for Instagram. EmbedSocial provides a hosted, no-code alternative that connects your Instagram data to any MCP-compatible AI tool.
How is MCP different from the Instagram API?
The Instagram/Meta API requires developer app review, token management, and custom integration code before any tool can use it. MCP is a standard interface AI agents already know how to speak. With EmbedSocial, you connect once and your agent can query, filter, and act on your Instagram data through natural-language prompts instead of API calls.
Do I need to code anything to use the Instagram MCP?
No. Connect your Instagram sources in EmbedSocial, paste the EmbedSocial MCP URL into Claude or ChatGPT, and start running prompts. No developer setup or hosting required.
Which AI tools work with the Instagram MCP?
Any MCP-compatible tool, including Claude and ChatGPT. If a tool supports adding a custom MCP server, it can connect to your EmbedSocial Instagram data.
Is my Instagram data secure when connected via MCP?
Access is authorized through your EmbedSocial account login. Your AI tool only sees the sources you've explicitly connected in EmbedSocial, not your raw Meta credentials.