Instagram MCP Integration

Weldable's Instagram MCP integration gives your AI agents access to Instagram's Business and Creator APIs for publishing content, reading comments, tracking analytics, and managing conversations. Instagram is a primary channel for visual brands, and connecting it to your agent means you can automate content workflows, respond to engagement faster, and pull performance data without switching between apps. Your agent handles the API calls while you focus on creative direction.

Use cases

Automated comment management

High-engagement posts can generate hundreds of comments in hours. Your agent pulls new comments in real time, analyzes their content, and responds to common questions with pre-approved answers. Spam and policy-violating comments get hidden automatically. Comments that need a human touch are forwarded to a Slack channel with the original post context, so your community manager can respond without scrolling through every thread.

Content publishing from a shared calendar

Your marketing team maintains a content calendar in Google Sheets with image URLs, captions, hashtags, and publish dates. Your agent reads the calendar, uploads the image, applies the caption and hashtags, and publishes the post at the scheduled time. After 24 hours, it pulls engagement metrics and writes them back to the sheet so the team can see what performed best.

Engagement analytics and reporting

Your agent calls the Instagram insights endpoints to pull impressions, reach, saves, and profile visits for individual posts or your entire account. It compiles this data into a weekly summary and posts it to Slack or writes it to a Google Doc. Track which content types drive the most saves and shares so your creative team can double down on what works.

Influencer campaign tracking

When running influencer partnerships, your agent monitors tagged posts and story mentions for your brand. It captures engagement metrics from each piece of influencer content and logs the data in Google Sheets alongside the campaign budget and expected deliverables. This gives your partnerships team a live scorecard without manually tracking each post.

How it works

Connect your Instagram Business or Creator account through Facebook's OAuth flow. Instagram's API is part of the Facebook Graph API, so authentication goes through your linked Facebook page. Weldable requests permissions for content publishing, comment management, and insights access. Tokens refresh automatically in the background.

Tell your agent what you need in plain language. Say "post this image to Instagram with the caption about our summer collection" or "show me engagement stats for our last 10 posts" and Weldable maps your request to the right API call. Your agent handles image formatting requirements, hashtag limits, and the distinction between feed posts and carousels.

Tips

Instagram requires a Business or Creator account. Personal accounts do not have API access for publishing or insights. Switch your account type in Instagram settings before connecting. Your agent cannot publish to personal profiles.

Hashtag limits matter. Instagram allows up to 30 hashtags per post, but posts with 5 to 15 targeted hashtags tend to perform better than those that max out the limit. Your agent can select hashtags from a curated list based on the post topic.

Carousel posts get higher engagement than single images. When your agent has multiple related images, publishing them as a carousel keeps users swiping and increases time spent on your content. The API supports up to 10 images per carousel.

Story publishing has different rules than feed posts. Stories disappear after 24 hours and have different aspect ratio requirements. Your agent handles the formatting, but plan your content strategy around the difference in shelf life between stories and feed posts.

Pull insights at least 48 hours after posting. Like Facebook, Instagram's analytics data is not real-time. Early reads will show incomplete numbers. Your agent should wait before compiling performance reports to get accurate engagement figures.