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GoMarble MCP

MCP for Instagram

GoMarble MCP connects AI assistants to Instagram business accounts, letting them read account insights, list and analyse media, read comments, look up profile information, discover business accounts and review tagged media, using natural language.

The organic Instagram side. Paid Instagram placements sit in the Meta Ads connection on the same server.

Pranshu in ↗

Growth, GoMarble · Updated 2026-10-09 · 7 min read

Get Started with GoMarble MCP View MCP Documentation →

What is MCP for Instagram?

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How to connect Instagram to GoMarble MCP

Connect Instagram once in GoMarble, then point any supported AI client at the MCP server.

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Connecting to Claude

The current steps, from the GoMarble MCP page:

  1. Open Settings, then Connectors.
  2. Choose Add custom connector.
  3. Enter https://apps.gomarble.ai/mcp-api/sse, then select Authorize.
  4. Choose the GoMarble workspace and accounts Claude can use.

Authorization uses GoMarble’s consent and workspace permissions, completed in the browser window your client opens.

Other supported clients

GoMarble MCP is a remote MCP server at https://apps.gomarble.ai/mcp-api/sse, currently supported in Claude, ChatGPT, Cursor, n8n, Hermes and OpenClaw, plus other clients that support compatible remote or local MCP servers. Setup differs slightly per client, so follow the canonical instructions rather than adapting the Claude steps.

View the complete GoMarble MCP setup guide →

What the free plan includes

  • Up to $50,000 in cumulative ad spend
  • One account per data source
  • No edit actions — read and analysis only

What can you do with GoMarble MCP for Instagram?

Grouped by the job rather than by the tool that does it.

Analyze

  • Read account-level insights over a chosen period
  • Read media-level insights for individual posts and reels
  • List media and see what performed

Investigate

  • Read comments on media to judge sentiment
  • Look up profile information
  • Review tagged media and discover business accounts

Act

  • Not supported — Instagram is read-only on this connection

GoMarble MCP capabilities for Instagram

CapabilityWhat GoMarble MCP can do
Account insightsAccount-level performance over a chosen period
MediaList media and read performance for individual posts and reels
CommentsRead comments on media, where sentiment problems surface first
ProfileProfile information for the connected account
DiscoveryDiscover business accounts and review tagged media
ExecutionNot available — no write tools, so nothing can be posted, edited or replied to

What data can GoMarble MCP access?

The data available for Instagram, grouped by type.

Accounts

Connected Instagram accounts · Profile information

Performance

Account insights · Media insights

Content

Media · Media comments · Tagged media

Discovery

Business account discovery

GoMarble MCP workflows for Instagram

Jobs marketers actually want done, rather than features. Each one is a single natural-language request.

Find the organic content worth promoting

“Which Instagram posts performed best last month?”

What GoMarble MCP does: Lists media with insights so strong organic content can be considered for paid.

What you get:

Check comment sentiment

“What are people saying on my recent reels?”

What GoMarble MCP does: Pulls comments so sentiment can be judged rather than assumed.

What you get:

Compare organic and paid

“How does organic Instagram reach compare to paid this month?”

What GoMarble MCP does: Pulls account insights alongside ad account data from the same connection.

What you get:

Review tagged media

“What content are people tagging us in?”

What GoMarble MCP does: Reads tagged media, which is where user-generated content worth reusing tends to sit.

What you get:

Track account trend

“How have account insights trended this quarter?”

What GoMarble MCP does: Reads account-level performance across the period and summarises direction.

What you get:

Audit a reel

“How did this reel perform?”

What GoMarble MCP does: Pulls media-level insights rather than reading surface engagement counts.

What you get:

Example GoMarble MCP prompts for Instagram

Things real marketers ask, grouped by intent. Paste any of them once connected.

Account

  • “How did my Instagram account perform last month?”
  • “Has reach declined this quarter?”
  • “Show me account insights month over month”
  • “What is my follower trend?”

Media

  • “Which posts performed best last month?”
  • “How did this reel do?”
  • “Show me my recent media”
  • “Which formats perform best — reels or static?”

Comments and UGC

  • “What are the comments on this post?”
  • “Is there negative sentiment on recent media?”
  • “What content are people tagging us in?”

Organic and paid

  • “Compare organic and paid Instagram reach”
  • “Which organic posts should I put spend behind?”
  • “Does my paid creative match what works organically?”
  • “Which organic formats outperform my paid creative?”

Why use GoMarble MCP for Instagram?

An API gives AI access to data. GoMarble MCP gives it the marketing context and workflows needed to work with that data.

GoMarble MCP for cross-platform marketing analysis

Marketers rarely decide anything from one platform. GoMarble MCP can give AI a view of the wider marketing system rather than forcing it to reason from one disconnected source at a time.

CombinationWhat becomes answerable

How does GoMarble MCP work?

StepWhat happens
1You ask a question in natural language
2The AI client works out what information it needs
3GoMarble MCP retrieves the relevant marketing data and tools
4GoMarble supplies the marketing context around it
5The AI analyses the result
6You get an answer, a recommendation, a report — or a proposed action

Write access is plan-dependent. On the read-only plan you can connect a client and analyse supported accounts without making changes. Where write access is enabled, changes are proposed rather than applied directly — every write tool in the server is a propose call, and consequential actions route through the permissions and approval gates configured for your workspace.

Who is GoMarble MCP for?

Social managers

Review account and media performance without opening the app or Business Suite.

Creative strategists

See which organic content works before briefing paid creative.

Agencies

Report organic Instagram alongside paid for the same client.

GoMarble MCP vs traditional Instagram workflows

Traditional workflowWith GoMarble MCP

Frequently asked questions

What is MCP for Instagram?
It means connecting an AI client such as Claude or ChatGPT to your Instagram business account through the Model Context Protocol, so the assistant can read account insights, media performance, comments, profile data and tagged media directly. GoMarble hosts the server.
Does it cover Instagram Ads?
No — paid Instagram placements are part of the Meta Ads connection, which covers campaigns, ad sets, ads and creative across Meta's placements. This connection is the organic side: your own account, media and comments.
Can it post or reply?
No. This is read-only — it reads media, insights and comments but cannot publish, edit or reply to anything.
Do I need a business account?
Yes. Insights and media endpoints are only available for Instagram business or creator accounts linked to a Facebook Page — that is an Instagram requirement rather than something specific to this connection.
Which AI clients work with it?
Claude, ChatGPT, Cursor, n8n, Hermes and OpenClaw. The same server URL works for all of them.
What does the free plan allow?
Read and analysis only, one account per data source, and a cap of $50,000 in cumulative ad spend. This connection is read-only anyway, so the free plan covers the full experience for it.
Why connect Instagram organic to an ad tool?
Because organic is a cheap read on what resonates before you spend. Seeing which posts performed and what the comments say, in the same place as your ad data, makes that signal usable when briefing paid creative.
Do I need a developer app?
No. App registration, permissions and token handling sit on our side. You connect in GoMarble and point your AI client at the server.

Why GoMarble MCP?

The work you stop doing:

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Connect your marketing stack once. Give AI the context it needs. Ask in plain English, and let it analyse, explain, recommend and — where enabled — propose the change.

Your Instagram data is already there. Now give AI access to it.

Connect GoMarble MCP to your marketing stack and start analysing Instagram from the AI tool you already use.