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

Provides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.

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

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

Provides disposable email inboxes for AI assistants to sign up, receive emails, and extract verification codes.

Instagram publishing MCP server using official Graph API, supporting single image and carousel posts, publishing limits, and token refresh. Works with any MCP client over stdio or HTTP.

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.

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

Enables MCP clients to manage an Instagram Business or Creator account via the official Instagram Login Graph API, including profile/media retrieval, insights, comments, publishing, and direct messages. Write actions are optional and gated by configuration.

Enables posting and managing Instagram content (photos, reels, stories, carousels) and interacting with media and comments via Instagram Graph API.

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 beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.

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

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.

A production-ready Remote MCP Server that gives Claude direct, tool-based access to your Instagram Business account through the Meta Graph API — profile data, posts, comments, publishing, insights, analytics, hashtags, messaging, and real-time webhooks.

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.

Enables electrical contractors to draft and publish job posts, track posting performance, and manage applicants from an AI assistant or coding agent. Employers can review résumés, move candidates through hiring stages, and add private notes, with explicit approval required for publishing, rejecting, and hiring.

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.

Enables team members to publish Instagram carousels and single images to their own professional Instagram accounts directly from Claude conversations, with per-user authentication and idempotent publishing.

Instagram MCP by SocialDataX for public post search and details, comments and replies, creator profiles and posts, and video or Reels speech-to-text.

Lets you publish photos, videos, carousels, Reels, and Stories via the official API, manage comments and DMs, and pull profile and media insights. The Advanced plan also enables following, unfollowing, liking, and viewing stories.

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

Enables AI agents to call tools through a security gateway that intercepts requests, enforces deterministic policy and risk checks, blocks or escalates high-risk actions for human approval, and keeps tool credentials and audit logs protected.

Enables local research of public Instagram Reels through a dashboard, CLI, and 22 MCP tools, with optional Codex or Claude Code analysis.

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

Enables publishing, scheduling, and measuring Instagram carousel, image, Reels, and Story posts, along with listing and responding to comments and checking account metrics through natural language.