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

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.

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 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.

Provides tools for analyzing Instagram engagement metrics, extracting demographic insights, and identifying potential leads from Instagram posts and accounts.

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

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

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

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.

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 AI clients to read and reply to DMs and comments, build automations and campaigns, manage CRM contacts, configure an AI agent, publish posts and stories, and review results through Meta's official API.

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

Enables AI clients to operate Instagram Business and Creator accounts through Meta's official API with OAuth 2.1 authentication, covering publishing images, carousels, reels and stories, content scheduling, comment moderation, Direct messaging, and account and media insights across multiple connected accounts. An optional read-only private-session reader exposes Direct inbox threads, and a webhook-backed archive accumulates conversation history that Meta's API cannot return on demand.

Enables interaction with Instagram API functionality through a FastMCP-based server. Provides type-safe access to Instagram features with comprehensive error handling and multiple authentication methods.

Enables MCP clients to look up public Instagram profiles by handle and page through their public post feeds, returning structured JSON data such as follower counts, bios, and engagement metrics.

Connects Claude Desktop and other MCP clients to the Instagram Graph API for reading analytics, managing comments, and publishing photos, carousels, and reels.

Lets Claude query an Instagram Business or Creator account's profile details and followers, verify that its Meta access token is valid, and see how many days remain before it expires. Publishing of nutrition content to the account through Meta's official API is planned for later milestones.

Enables MCP clients to retrieve read-only public Instagram data through 27 tools covering profiles, posts, reels, stories, highlights, comments, likers, followers, hashtags, places, audio and keyword search. No login is required, and every response reports remaining API credits.

Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.

Enables MCP clients like Claude to query Chinese A-share market data, including K-line charts with forward/backward adjustment, limit-up and limit-down pools, per-stock fund flows, index quotes, and stock news, with automatic symbol normalization and retry handling for throttled data sources.

Provides A-share (Chinese stock market) quantitative analysis through tools for stock screening, northbound capital flow tracking, dragon-tiger list analysis, margin trading, sector analysis, technical indicators, IPO info, and limit-up/down statistics using akshare data.

Enables AI assistants to interact with Instagram and Facebook accounts through their APIs, supporting messaging, post management, commenting, and content creation.

A professional, full-fidelity MCP server enabling AI agents to fully control and manage an Instagram account exactly like a human user.

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.