"Scraping Public Documents" matching MCP servers:

Keyless access to Flickr public feeds, enabling retrieval of recent public uploads, user photos, and group photos via MCP tools.

Read-only public Telegram group statistics from Limzo: search tracked communities and pull leaderboards, activity trends, member levels, and network-wide totals. No API key or account needed.

Resolves company domains to their LinkedIn pages, providing exact follower counts and public firmographics such as industry, company size band, headquarters, founded year, and specialties.

SocialCrawl provides the "best" quality public web data on the internet. Access 65+ real-time social media, e-commerce and public web data from a single API with a single schema.

Enables assistants to retrieve public TikTok, Instagram, and YouTube stats, profiles, recent posts, and YouTube transcripts through read-only tools.

16 Instagram creator tools as an MCP server — Reels/Story/carousel downloaders, engagement audit, hashtag search, Reels hook generator, best-time-to-post and content calendar. Wraps instapdown.com public API — no auth required.

Analyzes public Instagram post URLs, returning captions and photos as image content for multimodal models like Claude, without requiring paid vision APIs.

Enables querying public Telegram channels for profile details, posting cadence, verification and scam flags, plus discovering similar channels via Telegram's own recommendations and global search.

Read-only MCP server for the Sprout Social public API, exposing profile and post analytics as tools with raw JSON passthrough.

A minimal MCP server for the Pinterest API v5 that reads boards, pins, and analytics and publishes new pins and boards, with human sign-off required before any public changes.

Enables matching influencers to their talent agencies and agencies to their public creator rosters through an Apify actor.

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

Scrape and analyze replies from any public Threads post right from your AI coding agent.

Enables MCP clients to access public TikTok profiles, videos, comments, and keyword search as structured JSON over streamable HTTP, without a TikTok developer account or OAuth.

Enables AI agents to read transcripts of any public video, research channels, analyze performance, read comments, and manage multiple owned channels.

Free MCP server for fetching social media metrics (views, likes, comments) from public post URLs across YouTube, Twitter, TikTok, and Instagram. No API key needed.

MCP server for the Mamba Labs Reddit Brand Presence and Mention Monitor actor on Apify. Resolve a company domain to its subreddit and sample public mentions of the brand.

MCP server that provides AI agents with access to public social media data, including hot lists, searches, content details, user profiles, posts, and comments from platforms like Douyin, Xiaohongshu, Bilibili, and Weibo.

Provides read-only access to public Threads.net profiles and threads via anonymous scraping, with tools for profile info, user threads, and session management.

Generates multi-platform release announcements (X, Reddit, GitHub profile, awesome-list, MCP directory) and a publish-readiness checklist for any public GitHub repository.