"How to find Instagram followers and following" matching MCP servers:

Pull Deep Memory from across your Claude Code Sessions — when you need it.

A planned MCP server that exposes Instagram professional account operations (content publishing, media management, comment moderation, insights, and discovery) through safe, well-annotated tools via the official Meta Graph API.

Enables agents to interact with Instagram through 49 tools for direct messages, feed, profiles, search, and persona discovery, with write actions disabled by default until explicitly enabled.

A professional MCP server for managing and posting Instagram content, including PDF-to-image conversion, carousel batches, auto-posting, and Cloudinary hosting.

MCP server for organic Instagram analytics via the Meta Graph API, providing read-only tools for profiles, media, insights, audience, and optional publishing.

Analyzes public Instagram post URLs, returning captions and photos as image content for multimodal models like Claude, without requiring paid vision APIs.

An MCP server that determines which Instagram accounts you follow that do not follow you back, using a dedicated authenticated browser profile and caching derived results locally.

An MCP server for searching and downloading books from Library Genesis, supporting EPUB, MOBI, PDF, and more through natural language queries.

MCP server that connects AI agents to Instagram for reading statistics, insights, and comments via the official Meta Graph API.

A server that allows fetching Instagram posts using Chrome's existing login session via Model Context Protocol (MCP).

Enables AI agents to publish images and Reels to an Instagram Business account through the Meta Graph API, with tools for uploading media, creating and publishing containers, managing comments, and retrieving insights.

An MCP server that wraps instagrapi to read, engage, and send DMs from a personal Instagram account, supporting 24 tools for auth, profile, engagement, and messages.

Enables reading and replying to direct messages, comments, and templates across Instagram, WhatsApp, and Messenger through official Meta Business APIs, with support for human handover and AI assistant controls.

Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.

Enables voice-controlled Instagram account management from the Mac notch, including reading insights, comments, DMs, and publishing photos or carousels via natural language, with scheduled publishing and secure photo handling.

Enables agents to send and read Instagram direct messages to a fixed set of configured recipients, with recipient discovery via aliases.

An MCP server that designs multi-slide Instagram carousels as SVG, provides a live swipeable preview, and exports to PNG. Supports multiple templates, themes, and sizes.

An MCP server that enables searching for specific files by name within the current directory and its subdirectories. It uses Server-Sent Events (SSE) to provide a find_file tool for locating local files and libraries.

Enables agents to convert Markdown into WhatsApp-compatible formatting, including styled text, lists, and tables that fit a phone's monospace width.

Relays a result screenshot to Slack so you can review a coding agent's output without opening the app.