"Automating Browser Operations with Scripting or Tools" matching MCP servers:

Enables read-only creator activity and invitation-status observations through source-neutral MCP tools, resolving provider-specific capabilities at runtime.

Enables browser-based Twitter/X research and account workflows through a signed-in browser, supporting search, timeline/profile reads, saved searches, snapshot exports, and prepared account actions without requiring an X developer API key.

Exposes five read-only tools for checking browser status, searching X posts, searching Xiaohongshu notes, and reading Xiaohongshu notes and comments through a locally installed bb-browser CLI. It targets MCP clients such as Codex, though live retrieval remains unverified.

MCP tool server that gives any AI agent the ability to search, scrape, and analyze content across the internet.

Enables coding agents to read and search Discord servers, channels, DMs, messages, mentions, friends and message history, and to save files, send or edit messages, react, pin, and manage threads and roles. It acts through the user's own Discord account, with read-only and approval modes available.

MCP server that gives AI agents safe, snapshot-based control of a local Chromium browser to publish user content to registered platforms, with strict privacy boundaries and human handoff for final actions.

Zero-dependency MCP server for social media dimensions & first-party safe areas (Reels, TikTok, YouTube Shorts), encoder-safe aspect ratios, video bitrate math, SRT/VTT/ASS subtitle conversion, and BPM delay tables.

Enables agents to access 30 pay-per-event Apify actors for ad, video, reel, and audio transcripts; Google Trends and keyword demand; job boards; Amazon product data; and Instagram data, charging only per delivered item.

Enables AI assistants to research and organize professional contacts, enrich profiles, sync inbox conversations, pull web context, and draft personalized outreach messages that require human approval before sending. All actions run under server-side daily and hourly safety thresholds to keep the connected LinkedIn account within safe limits.

A FastMCP-based server that enables programmatic LinkedIn automation and data extraction through browser automation, offering secure authentication and tools for profile operations and post interactions while respecting LinkedIn's rate limits.

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

Gives LLM agents read-only access to YouTube and Instagram analytics, returning engagement rates, performance versus a channel's median, outlier detection, and Shorts/Reels versus long-form splits for channels, videos, comments, posts, and hashtags. It also provides a prompt that audits a channel and proposes data-backed video ideas, with quota-aware caching and actionable error messages.

Enables querying WhatsApp OSINT API to gather intelligence on WhatsApp numbers, including business verification, user status, privacy settings, linked devices, and profile pictures.

Enables access to the Facebook Scraper3 API to extract data from Facebook profiles, pages, groups, and the marketplace. It provides comprehensive tools for searching posts, people, and events, as well as retrieving detailed metadata for comments, reactions, and media.

Enables access to LinkedIn data including profile enrichment, company information, job searches, post analytics, and social interactions through the LinkedIn Api8 API with comprehensive search and data retrieval capabilities.

An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve user profiles, timelines, followers, and media. It supports searching communities, jobs, and trends, while also providing tools to monitor live broadcasts and Twitter Spaces.

Enables access to Instagram data including posts, reels, stories, user profiles, and highlights through the Instagram120 API with pagination support.

Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn profiles, companies, posts, jobs, and other data through a variety of tools.

Provides tools to access Twitter data including tweets, user profiles, communities, lists, trends, and more via the Twitter241 API.

An MCP server that provides access to the LinkedIn Bulk Data Scraper API and various utility tools for data extraction and processing.

A lightweight toolkit that enables Claude to search Twitter with natural language queries and display results based on user intent, supporting features like tweet filtering, pagination, and flexible output formatting.

Provides access to Douyin (TikTok China) API for searching videos, retrieving user profiles, posts, comments, music, challenges, live streams, and hot trends through the Douyin platform.

Manage your entire LinkedIn presence - write posts, schedule publishing, track contacts, and access saved content.

Enables AI assistants to search the SocialGO SMM platform catalog and place social-media-marketing orders.

CarryFeed lets AI agents resolve public X/Twitter profiles, posts, article-style links, and media metadata without browser login flows. It exposes source-preserving tools for public post text, author context, image/video/GIF candidates, profile timelines, and download URLs through the @carryfeed/mcp package.

Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome login session without API tokens, enabling actions like posting, messaging, and reading inbox locally.

Enables users to drive their own logged-in LinkedIn session through browser automation, with a mandatory preview-and-confirm step before any action is sent.

Provides read-only access to X (Twitter) data — posts, threads, profiles, timelines, followers, media, and trends — through twelve tools, with no login or API key required.

Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, through natural language. Supports public data access without authentication and full write operations with authentication.

Enables finding influencers by keyword or niche across seven creator platforms, with follower counts.

Enables AI assistants to interact with GroupMe conversations through agentic tools, including a unified inbox for groups and DMs, reading and searching message history, viewing highlights, sending messages, and liking or unliking messages.

Public Facebook & Instagram data for AI agents: pages, groups, posts, comments, search, Meta Ads Library, Marketplace, media downloads, Instagram profiles, posts, reels and locations. 12 read-only tools, 51 operations. Hosted at mcp.socialapis.io/mcp or npx @socialapis/mcp. Free tier with 200 requests/month, plans from $4.99/month.

Official MCP server for twitterapi.io — Twitter/X data access (search tweets, users, followers, replies, trends) via Claude Desktop, Cursor, VS Code Copilot, or any MCP-compatible client. 12 read-only tools, stdio transport.

Enables interaction with Reddit through a comprehensive API interface supporting both read-only operations (browsing posts, comments, user profiles) and authenticated actions (posting, commenting, voting) via OAuth2 authentication.

Enables exporting public GitHub followers and following lists as flat rows with profile details and completeness reports via an Apify actor. It accepts usernames or profile URLs and supports follower, following, or both lists with configurable result limits.

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.

Enables AI agents to harvest public Instagram posts, carousels, and reels—returning metadata-only lookups or verified downloaded media plus a JSON manifest—without login, cookies, API keys, or a browser. Exposes tools for full extraction, metadata decoding, reading an existing manifest, and fetching the output schema over stdio JSON-RPC.

Enables users to find email addresses that YouTube channels publish on their about pages or linked websites, along with each address’s source, by supplying channel handles, URLs, or IDs or by searching themes with subscriber-range filters.

Enables AI coding agents to search pins, inspect and preview images, find related pins, read public boards, and download full-resolution originals with no login, API key, or headless browser required.

Enables safe, human-approved content operations and publishing for Xiaohongshu/RedNote.