tiktok-scraper
Allows AI agents to scrape and analyze TikTok data, including videos with views, likes, comments, shares, and saves; creator profiles with follower counts; comments and replies; follower and following lists; sounds and hashtag feeds. Optional extras include watermark-free MP4 downloads, transcripts, and AI labels for category, sponsored content, brand safety, and sentiment.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@tiktok-scraperWhat were the most liked iced matcha videos this week?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
TikTok Scraper — MCP server and agent skill
Let an AI agent read TikTok. This repo connects Claude, Cursor, Codex and other MCP clients or skill-aware agents to the TikTok Scraper Apify Actor.
Ask "what were the most liked iced matcha videos this week" or "vet @creator for brand safety", and the agent gets structured rows: videos with views, likes, comments, shares and saves; creator profiles with follower counts; comments with replies; follower and following lists; sounds and hashtag feeds. Optional extras are watermark-free MP4s, transcripts and AI labels for category, sponsored content, brand safety and sentiment.
No TikTok account, cookies or API key. You need only an Apify account.
Hosted MCP server
https://mcp.apify.com/?tools=harshmaur/tiktok-scraperSign in with OAuth in the client, or send Authorization: Bearer <APIFY_TOKEN> with a token from Apify Console → Integrations.
Claude Code:
claude mcp add --transport http tiktok https://mcp.apify.com/?tools=harshmaur/tiktok-scraperCursor, Windsurf, VS Code and others (mcp.json):
{
"mcpServers": {
"tiktok-scraper": {
"url": "https://mcp.apify.com/?tools=harshmaur/tiktok-scraper"
}
}
}Registry name: io.github.harshmaur/tiktok-scraper in the official MCP Registry.
Related MCP server: TikTok MCP Server
Agent skill
skills/apify-tiktok-scraper/SKILL.md tells an agent which input list fits a request, that the per-target video count defaults to 1, which options cost extra, and how to read each row type.
Claude Code plugin (skill plus the hosted MCP tool):
/plugin install apify-tiktok-scraper --marketplace harshmaur/apify-tiktok-scraperAny agent that reads skills:
npx skills add https://github.com/harshmaur/apify-tiktok-scraperWhat you can ask
"The 30 newest videos from @khaby.lame with views and likes."
"Videos under #booktok since September with at least 50,000 likes, exact tag only."
"Export comments and replies from this video link."
"Check the last 20 videos of these five creators. Which look sponsored, and are they brand safe?"
Price
$0.35 per 1,000 videos, $0.20 per 1,000 comments, $0.25 per 1,000 followers, $4 per 1,000 profiles. Date and likes filters, exact hashtag match and TikTok's own captions are free. AI labels, AI transcripts and video downloads cost extra. Inputs that fail come back as free failed rows.
The input uses the same field names as clockworks/tiktok-scraper, so a saved input from there runs as it is.
Links
Apify Store page: https://apify.com/harshmaur/tiktok-scraper
API ID:
harshmaur~tiktok-scraperIssues and feature requests: https://apify.com/harshmaur/tiktok-scraper/issues
Disclosure: the Actor is paid per result and built by the author of this repo. Links carry no affiliate parameters.
This server cannot be deployed
Maintenance
Related MCP Connectors
TikTok search demand, videos, creators, comments and captions for AI agents. OAuth or API key.
TikTok research for AI agents: real TikTok search data, trends, videos, creators and comments in ChatGPT, Claude, Cursor, Codex or any MCP client. 45 tools. See what people search on TikTok each week (Creator Search Insights search volume and 7-day trends), find content gaps with no videos yet, check if a product is trending for TikTok Shop, analyze competitor creators and posts, read comments and replies, pull video transcripts, search hashtags and sounds, and pick fair giveaway winners. Built for marketers, agencies, TikTok Shop sellers and creators. Sign in with OAuth or an API key; 50 free credits.
TikTok data for AI agents: videos, creators, sounds, hashtags, trends. Content + creator research.
TikTok profiles, video stats and transcripts by handle or URL. No login. Pay per result.
Related MCP Servers
- AlicenseCqualityDmaintenanceEnables access to TikTok data without watermarks, including trending users, hashtags, post analytics, user profiles, and download links for specific countries. Supports searching by username, user ID, or post links.10MIT
- AlicenseAqualityAmaintenanceEnables 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.422 npm95 PyPI10MIT
- AlicenseNot gradedqualityCmaintenanceTikTok MCP by SocialDataX for video and image post search, post details, comments and replies, creator profiles and posts, and video speech-to-text.MIT
- AlicenseAqualityCmaintenanceLets an AI agent read public TikTok data with no API keys or developer account: search videos and hashtags, fetch profiles, recent videos and comments, discover creators posting about a topic, and transcribe videos through your own OpenAI-compatible speech-to-text endpoint. All popular MCP clients can launch it via uvx, and every tool returns structured output as a read-only operation.6MIT