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Instagram Data

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View RepositoryVisit Website

Read-only public Instagram data: profiles, posts, reels, stories, highlights, comments, hashtags.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet β€” we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself β€” its README, its docs, or a verified owner. We haven’t found those for Instagram Data, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing Alternatives🌐 More in Social Media

Documentation Overview

Instagram Data MCP server

Connect your AI assistant to FastSocial's Instagram Data API, and it can look up public Instagram profiles, posts, reels, stories, highlights, comments, hashtags, places and audio. It only reads. Nothing logs in to Instagram, and nothing can post, follow, like or send messages.

The server is remote. There is nothing to install or run: your assistant talks to

Code
https://data.fastsocial.co/mcp

over Streamable HTTP. The first time it connects, a fastsocial.co page opens in your browser where you sign in and click Allow.

This repository holds the plugin manifests (plugin.json, mcp.json and the copy Cursor reads in .cursor-plugin/), the server.json that lists the server in the official MCP Registry as io.github.FastSocialCo/instagram-data-mcp, and a LobeHub manifest. It contains no code that runs on your machine. The server's code is not here.

Install

Cursor

Install the plugin from cursor.directory, or add the server to .cursor/mcp.json (one project) or ~/.cursor/mcp.json (all projects):

config.json
{
  "mcpServers": {
    "instagram-data": {
      "url": "https://data.fastsocial.co/mcp"
    }
  }
}

Open Settings, then MCP, and connect. Cursor opens the FastSocial sign-in page.

Claude Code

Terminal
claude mcp add --transport http instagram-data https://data.fastsocial.co/mcp

Then run /mcp inside Claude Code, choose instagram-data and sign in.

Claude app (web and desktop)

  1. Open Settings, then Connectors, and add a custom connector.
  2. Paste https://data.fastsocial.co/mcp as the server URL.
  3. Leave the OAuth client ID and secret empty.
  4. Connect, and sign in on the FastSocial page that opens.

VS Code and other clients

Any client that speaks MCP over Streamable HTTP can connect with the server URL. In VS Code, add this to .vscode/mcp.json and press Start:

config.json
{
  "servers": {
    "instagram-data": {
      "type": "http",
      "url": "https://data.fastsocial.co/mcp"
    }
  }
}

What this plugin does and what data it sends

The plugin itself

The plugin is two JSON files that tell your client the server's address. It runs no code, has no install scripts and stores nothing. Your client makes every request itself, straight to https://data.fastsocial.co/mcp over HTTPS.

What your client sends

  • The MCP handshake: your client's name and version, and the protocol version it speaks.
  • Each tool call: the tool's name and its arguments, which are the things you asked about: an Instagram username or user id, a post or reel link, a hashtag, search words, a location, audio or highlight id, and a paging cursor. The full list is in the table below.
  • Your sign-in token or API key, in a request header. Never in the URL.
  • The usual details of any web request, such as your IP address and your client's user agent.

Nothing else is sent. The server never sees your files, your editor or your conversation, only the arguments your assistant puts into a tool call.

What comes back

Public Instagram data as JSON, plus meta.credits_remaining. Photos and videos come back as links, not files. Private accounts return a private_account error. Instagram account owners can opt out; after that the API returns 451 opted_out for their account.

Read-only

Every tool reads. None changes anything on Instagram. The only thing a call changes is your own credit balance for the month. The server marks every tool readOnlyHint: true and openWorldHint: true in tools/list. There are no tools that write or delete.

Signing in

The first time your client connects, the server replies that it needs sign-in and says where to find out how. Your client then opens a page on fastsocial.co in your browser. There you:

  1. enter your email and the code FastSocial emails you,
  2. see which app is asking, and click Allow (or Deny).

If you don't have a plan yet, a Free plan is made for you when you click Allow. You never type a password into your assistant, and the plugin never sees or stores your credentials. Your client keeps the tokens it receives. An access token lasts an hour, and your client renews it with a refresh token that lasts 30 days and changes every time it is used.

To cut off every app you've connected, sign in at https://fastsocial.co/cart/api/account and press New key. Sign-ins tied to the old key stop working at once.

For client developers: discovery starts at https://data.fastsocial.co/.well-known/oauth-protected-resource/mcp. The authorization server supports OAuth 2.1 with PKCE (S256 only), dynamic client registration and token revocation, for public clients.

Using an API key instead

If your client can set a header but can't sign in, get a key at https://fastsocial.co/instagram-api and send it on every request as X-API-Key: YOUR_KEY (or Authorization: Bearer YOUR_KEY). For Claude Code:

Terminal
claude mcp add --transport http instagram-data https://data.fastsocial.co/mcp --header "X-API-Key: YOUR_KEY"

Keep the key out of files you commit.

Policies

  • Privacy policy: https://fastsocial.co/privacy
  • Terms: https://fastsocial.co/terms
  • Use policy for the data (public data only, no tracking or harassing people, nothing about minors): https://fastsocial.co/instagram-api/docs
  • Reporting a security problem: SECURITY.md

The 27 tools

Each call costs credits from your monthly allowance. Failed calls cost nothing. Every tool is read-only.

ToolWhat it doesArgumentsCredits
instagram_profileGet an Instagram profileusername or user_id1
instagram_user_idInstagram username to user idusername or user_id1
instagram_usernameInstagram user id to usernameuser_id3
instagram_checkCheck if an Instagram handle exists and is publicusername1
instagram_postsGet recent Instagram postsusername or user_id, cursor1
instagram_reelsGet an account's Instagram reelsusername or user_id, cursor1
instagram_taggedGet posts an account is tagged inusername or user_id, cursor1
instagram_postGet one Instagram post or reelurl or shortcode1
instagram_mediaDownload URLs for a post, reel or carouselurl or shortcode1
instagram_commentsGet comments on an Instagram posturl or shortcode3
instagram_comment_repliesGet replies to an Instagram commenturl or shortcode, comment_id, cursor3
instagram_likersGet accounts that liked an Instagram posturl or shortcode3
instagram_insightsInstagram engagement rate calculatorusername or user_id2
instagram_followersGet an account's followersusername or user_id, cursor3
instagram_followingGet accounts an account followsusername or user_id, cursor3
instagram_similarFind similar Instagram accountsusername or user_id1
instagram_storiesView Instagram stories anonymouslyusername or user_id3
instagram_highlightsGet Instagram story highlightsusername or user_id3
instagram_highlightGet the items in one highlightid3
instagram_searchSearch Instagram accounts, hashtags and placesq1
instagram_hashtagGet posts for an Instagram hashtagtag, cursor1
instagram_placeGet an Instagram locationid3
instagram_place_postsGet posts tagged at an Instagram locationid, cursor1
instagram_audioGet an Instagram audio track and the reels using itid1
instagram_audio_searchSearch Instagram music and soundsq3
instagram_reels_searchSearch Instagram reels by keywordq, cursor3
instagram_usageYour credits used and left this monthnone0

Full reference: https://fastsocial.co/instagram-api/docs

Things to ask it

  • "Compare the engagement rate of @nasa and @spacex."
  • "Download every slide of this carousel: https://www.instagram.com/p/..."
  • "Show me @natgeo's current stories and summarise them."
  • "Find 10 accounts similar to @humansofny."

Local version

If your client only runs local (stdio) servers, the same tools are on PyPI as instagram-data-mcp. It is not part of this plugin. Its source is FastSocialCo/instagram-data-mcp-python.

Links

  • Instagram Data API: https://fastsocial.co/instagram-api
  • Docs: https://fastsocial.co/instagram-api/docs
  • OpenAPI spec: https://fastsocial.co/instagram-api/openapi.json
  • MCP Registry entry: io.github.FastSocialCo/instagram-data-mcp

License

MIT. See LICENSE.

Read the full README β†’View source on GitHub β†’

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Reviews

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Frequently Asked Questions about Instagram Data

We don't have a confirmed install command for Instagram Data yet, so we don't publish a generated one β€” a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/FastSocialCo/instagram-data-mcp) for the current steps.

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Technical Specs & Signals

Category🌐Social Media
More technical detailsExpand β–Ύ
Last updatedSep 28, 2026
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Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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