"A guide to finding the best-performing Instagram posts" matching MCP servers:

Instagram MCP server with 23 tools for the Graph API. Manage posts, comments, DMs, stories, hashtags, reels, carousels, and analytics.

Enables fetching public Instagram profiles, posts, and images without an API key via Instagram's mobile 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.

An MCP server for the official Instagram Graph API, enabling read, publish, comment, and analytics across Instagram Business/Creator accounts.

Enables AI agents to access and manage project guidelines, documentation, and context through a structured content system with template support and workflow management.

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

Enables reading, publishing, commenting on, and analyzing Instagram Business/Creator accounts through the official Graph API, with multi-account support and an optional self-hosted publishing panel.

Enables users to read and analyze their own LinkedIn posts and shares using OAuth login and LinkedIn's Member Data Portability API. Supports post listing, analysis, draft matching, and engagement enrichment.

Provides Instagram analytics, media downloads, and search capabilities through an MCP interface for use with Claude and other MCP clients.

Enables agent-driven CAD automation by inspecting, editing, and validating DWG drawings through a handle-first workflow, with support for visual grounding, CADPlan execution, and local SQLite workspace management.

Enables AI agents to read Instagram accounts, research any Business or Creator account, publish content, and manage comments and DMs across three tiers of access.

Enables reading, publishing, commenting, direct messaging, and pulling insights from Instagram Business or Creator accounts via the Graph API.

MCP server for downloading Instagram content (videos, reels, audio, carousels) using yt-dlp, with tools for downloading media and fetching metadata. Supports stdio and HTTP transports.

Exposes Instagram actions (posts, media, comments, DMs, insights, Messenger profile) to Claude and ChatGPT via MCP.

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

MCP server for interacting with Instagram Business accounts via the Instagram Graph API, enabling profile retrieval, media publishing, insights, and direct messaging.

Enables Claude to read and send Instagram DMs, manage threads and message requests, send media, and run autonomous conversations via the /dm skill.

Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.

Enables AI agents to discover and fetch LinkedIn posts with engagement metrics (reactions, comments, shares) and author details, returning structured JSON per post.

Provides tools to fetch public Instagram profile metadata and recent posts without authentication, using an anonymous Instaloader patch with fallback to mobile feed endpoints.