"Understanding Reverse Processes or Reverse Engineering" matching MCP servers:

An MCP server that lets agents collect a company's entire public marketing footprint from a single URL — paid ads, organic social, SEO, AI-crawler stance, Reddit and founder activity, tracking pixels, and funnel signals — and return a compact scorecard plus an evidence index with unknowns. It also exposes tools to pull the underlying ad copy, posts and media, retrieve the analysis playbook, diff two runs over time, and validate that a generated report's citations resolve without invented spend.

MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and local drafts via a reverse-engineered API.

Enables searching X (Twitter) using the xAI Grok API to get summarised answers with citations. Supports filtering by handles, date range, and image/video understanding.

Extracts and processes YouTube video content including transcripts, metadata, comments, and channel information for LLMs.

Enables Claude to directly create and publish posts on Velog through reverse-engineered GraphQL APIs. Supports a human-in-the-loop workflow from draft to review to publication, maintaining user control while automating content creation.

Exposes a Windows desktop WeChat 4.1.6+ client as MCP tools, letting assistants read and search chat history by date, send messages or files to friends and groups, list contacts and group members, and view or post Moments. All actions run through UI automation without reverse-engineering hooks, returning structured JSON results that MCP clients such as Claude Desktop, Cursor and Cherry Studio can call.

Allows AI agents to authenticate with LinkedIn and share posts or links via the Model Context Protocol.

Enables searching X (formerly Twitter) using xAI's Responses API with support for filtering by handles, date ranges, and media understanding, returning structured results with citations.

Enables an LLM client to read groups and threads, search content, and, only when allowed and confirmed, post or reply as the user.

Hosted LinkedIn MCP server that connects your own LinkedIn account to any MCP client, providing 33 tools for research, search including Sales Navigator, profiles, inbox, posts, connections, and email or mobile finding. Enables AI-driven prospecting, outreach, engagement, and recruiting workflows with built-in rate limits and account safety.

Connects AI apps to your own Instagram professional account through Instagram's official API for reading stats, posts, comments and DMs, auditing accounts, checking reels, replying to comments and messages, and publishing or scheduling posts. Actions are previewed for approval before anything is posted, sent, hidden, or deleted.

Connects your LinkedIn saved posts to AI agents: search, filter, and label your saved-posts library, and trigger CSV, JSON, or PDF exports. Also drafts, schedules, and analyzes LinkedIn posts from Claude, ChatGPT, Cursor, or Codex.

Photo-to-reel MCP for solo founders and SMBs. Upload 1–10 photos and get a captioned vertical reel for Instagram, TikTok, YouTube Shorts, or Facebook — with motion, library-matched music, and optional AI voiceover.

Drives a personal Telegram account from the terminal or via MCP, enabling AI assistants to list chats, send/edit messages, fetch history, manage groups, and more with tiered read/write/destructive permissions.

Integrates Telegram user account with MCP, exposing operations like reading and sending messages, managing chats, and more via stdio or SSE transport.

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 Claude and other MCP clients to read feeds, search, browse full comment trees, and look up users, while performing guarded write actions like posting, replying, editing, voting, saving, and joining or leaving subreddits. Runs over stdio or HTTP with confirmation required for every write, dry-run previews, rate spacing, and hourly caps.

MCP server for posting to Twitter/X, Reddit, LinkedIn, Instagram, and email via CLI or AI agents, with Telegram bot control and security confirmations.

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

Enables MCP-compatible AI clients to securely authenticate with a Telegram account via QR code and read or manage chats, messages, media, polls, contacts, and group administration through 50+ tools.