@sourcevine/mcp
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- FlicenseNot gradedqualityAmaintenanceEnables AI assistants to retrieve public profile information from LinkedIn, Facebook, and Instagram and to run Google searches through exposed MCP tools.-
- FlicenseNot gradedqualityAmaintenanceEnables AI assistants to retrieve public LinkedIn, Facebook, and Instagram profile data and run Google web searches through exposed MCP tools.-
- FlicenseNot gradedqualityAmaintenanceEnables AI assistants to fetch public profile and company data from LinkedIn, Facebook, and Instagram and to run Google web searches, exposing each capability as a callable tool that returns structured JSON results.-

SocialToAI MCP Serverofficial
AlicenseNot gradedqualityCmaintenanceEnables AI tools to read publicly visible social media posts, comments, profiles, and trends from 18 platforms such as TikTok, Instagram, X, Reddit, YouTube, Xiaohongshu, and Weibo, on a prepaid pay-per-call basis where failed calls are free. Ships tools for search, trending, detail, comments, user profiles and posts, plus higher-level workflows like brand buzz, comment analysis, account watching, creator discovery, bulk link data, and viral finding.MIT- AlicenseAqualityCmaintenanceGives 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.8MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to retrieve X/Twitter profiles and tweets, YouTube video and channel data, and TikTok profile and video stats on a pay-per-result basis without requiring login or platform API keys.96 npmMIT
TDQS
Scored across 10 tools
Each tool is cleanly separated by platform and resource type: stats for individual content, profile/channel for account totals, and posts/videos for listing content. YouTube transcript is uniquely distinct. There is no realistic confusion between tool purposes.
Tool names follow a consistent and predictable pattern: platform prefix plus resource type (e.g., tiktok_stats, youtube_channel, instagram_posts). The naming convention is uniform across all ten tools, making the set easy to navigate.
Ten tools is well-scoped for a multi-platform social media data server: three platforms, each with stats, profile, and posts tools, plus an extra YouTube transcript tool. Each tool serves a clear purpose without redundancy or bloat.
The server covers the core read-only needs for public social media data: individual content metrics, account summaries, and recent content lists across all three platforms. Being explicitly read-only, no create/update/delete operations are expected, and the only notable extra capability—YouTube transcripts—is a valuable addition.