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

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.

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.

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

Enables sharing YouTube, TikTok, and Instagram posts to Instagram Stories through a local stdio server, including account checks, URL previews, close-friends publishing, highlight addition, and operation status checks while using a separately configured HTTP Relay for Instagram communication.

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

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.

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.

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.

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 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.

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

Provides deterministic parental guidance for children with chronic kidney disease, including food safety checks, lab report interpretation, and nutrient-aware food substitutions based on authoritative guidelines and the Chinese Food Composition Table.

Enables controlling an Instagram account through natural language, including posting photos, reels, and carousels, reading insights, managing comments and DMs, and handling ads and events.

user can control instagram account with claude web

Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.

An MCP server that transforms books into agent-callable skill packages, enabling AI agents to use books as guides for evidence, procedures, and tutoring.

Enables MCP clients like Claude and Cursor to query public Instagram data read-only — profiles, posts, reels, stories, highlights, comments, likers, followers, hashtags, places, audio and search — over local stdio without writing files or storing anything.

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.

Enables structured learning with a verified loop: define goals as observable claims, learn through teach-lab-test-gate per claim, and get independently graded by an adversarial examiner to ensure genuine progress.

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.

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

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