"Testing Library" matching MCP servers:

MCP server for the Mamba Labs Meta Ad Library Monitor actor on Apify. Find a company active Facebook and Instagram ads through the Meta Ad Library API.

Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job postings, and paid endorsements, providing insights into competitor strategies and hiring signals.

Searches the Meta (Facebook) Ad Library by keyword and returns ad details including advertiser, ad copy, and EU reach, without requiring an API key.

A powerful MCP server for Facebook Ads Library that provides 15+ tools for competitive intelligence, creative analysis, and performance prediction, enabling users to search, monitor, and analyze advertising data.

Production MCP server for querying the official Meta Ad Library API to search and retrieve ads data without scraping.

Search and analyze TikTok's public ad library, including ad creatives, video scene-by-scene insights, and advertiser comparisons.

Enables programmatic access to your SwipeBuilder ad swipe library to retrieve saved ads and manage collections across various social media platforms. It allows for filtering swipes by platform or format and provides tools to monitor API credit usage through natural language.

Bridges a QQ official bot to DeepSeek Harness, letting an agent fetch and reply to incoming private-chat messages and send proactive pushes (e.g., task-completion or reminder notifications) to users by openid. Without credentials it runs in a mock mode for protocol testing.

Enables searching and analyzing Facebook's public ads library for any brand, including ad images, text, and video analysis.

MCP server for Meta Ads (Facebook Ads) that provides tools for account discovery, campaign/adset/ad creation, custom audiences, status updates, performance reporting, and A/B testing.

Provides comprehensive WhatsApp Business API functionality with 18 tools for sending messages, media, interactive buttons/lists, templates, reactions, and managing message status through the PyWA library.

Enables AI-powered analysis, management, and optimization of Meta advertising campaigns across Facebook and Instagram, including performance insights, budget optimization, and creative testing.

An MCP server for interacting with Telegram bots and channels using the Telegraf library. It allows AI agents to send messages, manage channels, forward content, and intelligently respond to Telegram conversations.

LinkedIn Ads MCP server with full read/write campaign management, Ad Library competitive search, and Cloud Run team deployment.

Personal Instagram Library — a read-only local MCP server that turns your Instagram saved posts into a private, AI-searchable knowledge base.

A plug-and-play MCP server that enables AI assistants to browse, search, and read Reddit content through the PRAW library.

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.

Enables an AI assistant to run cloud live streaming end to end: starting and stopping broadcasts, reordering playback queues, searching and organizing the media library, planning stream schedules, and managing multistream destinations. It connects over a remote Streamable HTTP endpoint secured with OAuth or a personal access token, applying the same validation, ownership rules, and rate limits as the public REST API.

Provides tools for interacting with Twitter to retrieve tweets by ID and post new tweets using the agent-twitter-client library.