"Understanding Requirement Analysis" matching MCP servers:

Remote MCP server that provides Creator Recommendation API tools (creator_research, creator_tagged_media, etc.) with secure authentication, rate limiting, and OAuth support for Claude clients.

Enables to search, analyze, and export Douyin (TikTok China) video and user data, including interaction metrics, content length, and keyword trends.

Enables end-to-end analysis of Reddit discussions: fetches posts, performs sentiment and toxicity detection, generates visualizations and word clouds, and optionally builds Neo4j knowledge graphs, all through natural language orchestration.

Enables users to monitor and analyze competitor LinkedIn posts, extract insights, generate original post concepts, and create graphics-ready content with metadata.

An MCP server that enables AI assistants to access and interact with Reddit content through features like user analysis, post retrieval, subreddit statistics, and authenticated posting capabilities.

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.

Enables managing social media posts, accounts, and AI-powered content features from any MCP client, including scheduling, publishing, analysis, and AI caption generation.

MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to your ad account data — campaign performance, creative analysis, audience breakdowns, and budget pacing.

An MCP server that delivers cryptocurrency sentiment analysis to AI agents.

MCP server for the Influencers Club API — creator enrichment, discovery, audience analysis, content data, batch operations, and account management.

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.

Enables Twitter/X marketing automation, including tweet search, account analysis, trending topics, and optional AI-generated tweets and scheduling.

Automates LinkedIn B2B marketing tasks such as profile search, company analysis, and connection request drafting, with optional AI-powered features via DeepSeek.

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

50 tools for Meta Ads campaign management, creative analysis, audience building, and conversion tracking, accessible to any MCP-compatible AI agent.

YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain algorithm), sentiment analysis, and AI-generated insights via public JSON API.

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 Codex to retrieve YouTube video dossiers, compare videos, access channel performance and retention curves, save analysis reports, and manage experiments through a stateless MCP endpoint.

MCP server that exposes Meta Marketing API to Claude, enabling analysis and management of Facebook/Instagram ad accounts, including campaigns, insights, and budget adjustments with safety confirmations.

A backend server that interacts with the Instagram Graph API to fetch post engagement metrics and insights for Business/Creator accounts, enabling analysis and strategy suggestions.

Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending stocks with intelligent context analysis.

Enables comprehensive LinkedIn profile search, data extraction, and contact enrichment using Google Search, Apollo.io, and AI-powered analysis. Includes automated data mining workflows with database storage and CSV export capabilities.

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.

Enables AI clients to query ContentRadar data and write low-risk content using natural language, with 15 tools for monitoring, analysis, and content management.

Enables AI clients to run social-media ROI evaluations, multi-account matrix comparisons and budget allocation, search-index and e-commerce spillover estimates, and GEO share-of-voice analysis through a zero-dependency stdio JSON-RPC interface.

Provides 19+ tools for AI agents to interact with X/Twitter, including search, posting, analysis, and monitoring capabilities.

A local MCP server that connects Claude to your YouTube channel, enabling video analysis, performance tracking, comment reading, and niche suggestions.

Enables local research of public Instagram Reels through a dashboard, CLI, and 22 MCP tools, with optional Codex or Claude Code analysis.

Enables marketing optimization tasks such as copywriting, campaign analysis, social media planning, audience segmentation, and KPI tracking through natural language.

Provides access to Meta Marketing API for comprehensive ad analytics and AI-powered video creative analysis.

Enables AI assistants to directly operate Bilibili, providing 27 tools for login, search, content publishing, data analysis, and interaction.

Provides AI agents with unified marketing toolkits for SEO, GEO, paid media, and analytics, enabling audits, analysis, and approved changes across GA4, Search Console, Google Ads, Meta, X, LinkedIn, Reddit, TikTok, WordPress, and GoHighLevel.

AI-powered Reddit marketing automation via Model Context Protocol, enabling smart search, audience analysis, engagement finding, and comment generation.

Enables Instagram engagement analysis using the unofficial Instagram Private API, including comment sentiment analysis, account comparison, demographic extraction, lead identification, and engagement reporting.

Searches and analyzes competitor ads and content across Meta, Google, Instagram, TikTok, and YouTube with AI-powered creative analysis and cross-platform brand discovery.

Enables advanced competitive intelligence and market analysis on Facebook ads, with tools for search, creative analysis, performance prediction, and monitoring.

Viral-content intelligence for AI agents — 7 read-only MCP tools for TikTok/YouTube hook scoring, virality prediction, trend analysis, and viral template search, with evidence-layer scoring.

Enables management and analysis of Meta (Facebook/Instagram) ads through natural language conversations, with 30 tools for reading and writing ad data.

Enables management and analysis of LinkedIn ad campaigns, including listing accounts, campaigns, creatives, and retrieving analytics, through natural language queries.

Enables AI agents to research TikTok data, including video and creator discovery, search trend analysis, content gap identification, and comment reading, through the TokConnect hosted service.