TikTok MCP Server
Connect to the TikTok MCP server to search videos and users, pull hashtag and profile content, and read engagement and comments using AI agents on Gumloop, Claude, or Cursor.
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TikTok
Installation
Set up the TikTok MCP server in Gumloop
Do this once to provision your hosted server URL.
Create a Gumloop account
To use this MCP, you need a Gumloop account. If you don't have one yet, sign up and start a 14-day free trial.
Add and authorize the TikTok server
In Gumloop, open Connectors and add TikTok. You'll be sent to TikTok's sign-in screen to grant access. The credential is stored securely in Gumloop.
Then use it in your client
Use in GumloopUse TikTok in an agent
Once TikTok is set up, just open any Gumloop agent, add TikTok as a connector, and start chatting with the agent.
Tools (6)
Get Hashtag Videos
3 per itemGet videos from TikTok hashtags. Returns video details including captions, engagement metrics (likes, shares, comments), play counts, author information, and metadata for each video. NOTE: Date filters and popularity filters cannot be used simultaneously.
Get Profile Videos
3 per itemGet videos from TikTok user profiles. Returns video details including captions, engagement metrics (likes, shares, comments, play counts), author information, video metadata, music information, and timestamps for each video. NOTE: Date filters and popularity filters cannot be used simultaneously.
Get Profile Followers
3 per itemGet followers or following list from TikTok user profiles. Returns user profile information including usernames, display names, follower counts, following counts, bio information, and profile metadata for each user.
Get Video Details
5 per itemGet details from specific TikTok videos using their URLs. Returns comprehensive video data including captions, engagement metrics (likes, shares, comments, play counts), author information, video metadata (duration, format), music information (name, author, original status), timestamps, and direct video URLs.
Search Videos
3 per itemSearch for TikTok videos and users using search queries. Returns matching content including video details with captions, engagement metrics (likes, shares, comments), author information, and user profiles with follower counts, bio information, and profile metadata.
Get Video Comments
3 per itemGet comments from TikTok videos. Returns comment text, commenter username, likes on the comment, reply count, timestamp, and optionally nested replies for each comment.
What is TikTok MCP?
The TikTok MCP server gives AI agents access to public TikTok data. That means agents can search videos and users, pull videos from a hashtag or a profile, get full details on a specific video, read a video’s comments, and list a profile’s followers and following. It’s a read-only research tool, so an AI agent can analyze what’s happening on TikTok at scale.
If you spend time scrolling TikTok for trends, screenshotting competitor videos, or copying engagement numbers into spreadsheets, an AI agent can take over a lot of that research. Describe what you need, and your AI agent will pull the videos and metrics for you.
MCP stands for Model Context Protocol. It’s an open standard that gives AI agents a way to connect to external tools and services. Instead of writing code against a TikTok scraping API, handling pagination, and parsing responses yourself, you connect the TikTok MCP server on Gumloop. After that, you can research TikTok just by chatting with your AI agent.
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What you can do with TikTok MCP on Gumloop
Search videos and users
Run a search query and get matching videos with captions and engagement metrics, plus user profiles with follower counts and bio information. A fast way to point an agent at the right content or creators.
Pull videos from a hashtag
Get videos for any hashtag with captions, engagement metrics (likes, shares, comments), play counts, and author information. Ideal for spotting trends and seeing what’s working in a topic.
Pull videos from a profile
Retrieve a creator’s videos with full engagement metrics, music information, and timestamps. Useful for tracking a competitor or creator over time.
Get details on a specific video
Pass a video URL and get comprehensive data: captions, engagement metrics, author info, duration and format, music details, timestamps, and the direct video URL.
Read video comments
Pull a video’s comments, including commenter username, likes, reply counts, timestamps, and optionally nested replies. An agent can analyze audience sentiment without reading every comment by hand.
List a profile’s followers and following
Get the followers or following list for a profile, with usernames, display names, follower and following counts, and bio metadata, for audience and influence research.
How to connect the Gumloop TikTok MCP Server
- 1
Create a Gumloop account
Sign up at gumloop.com. Every new account starts with a 14-day free trial.
- 2
Add the TikTok MCP server
Copy your MCP server URL from Gumloop and add it to your preferred client (Claude, Cursor, or Gumloop workflows). You'll authorize on first use.
- 3
Start using TikTok in your AI workflows
That's it. Your AI agent can now search videos, pull hashtag and profile content, and read engagement and comments. Use it inside a Gumloop automation, in Claude Desktop, or in Cursor.
TikTok MCP use cases
Trend and hashtag research for marketers
An AI agent can pull the top videos for a hashtag or search term, read the captions and engagement, and summarize what’s resonating right now. Marketers get a read on TikTok trends without scrolling the feed for hours.
Competitor and creator monitoring
Track a set of creators or competitors by pulling their recent videos and engagement on a schedule, then have an agent flag standout posts and shifts in what they’re publishing. A steady pulse on the accounts that matter.
Influencer discovery
Search for creators in a niche, check their follower counts and bios, and have an agent shortlist the ones that fit your campaign. A faster path from "who should we work with" to a vetted list.
Audience sentiment from comments
Pull the comments on a video or a set of videos and let an AI agent summarize the sentiment, questions, and objections. Useful for gauging reaction to a launch, a campaign, or a competitor’s post.
Cross-platform social listening
Combine TikTok with Instagram, Reddit, and Slack in a single AI agent: gather content and engagement across platforms, have an agent analyze the themes, and post a trend report to your team, all without manual collection.
Why use Gumloop for TikTok MCP
Built-in connection, no login or API key
Building your own TikTok scraper means managing a scraping API, handling pagination and rate limits, and writing code to parse results. Gumloop comes with the TikTok connection built in, so you can start pulling public TikTok data right away. No wrangling TikTok logins, API keys, or code.
Works with multiple MCP clients
Use the TikTok MCP server endpoint in Claude Desktop, Cursor, or directly inside Gumloop. Same server URL, works with any MCP client.
Chain TikTok with 100+ other integrations
Combine TikTok with Instagram, Slack, Google Sheets, and other MCP tools in a single AI agent. Pull TikTok data, analyze it with an LLM, and write the results wherever your team works.
Enterprise-grade and scalable
Built for teams, with role-based permissions and dedicated support for Pro users. Pull public TikTok data at volume as part of your research and reporting workflows.
Pricing with a free trial
You can test the TikTok MCP integration during Gumloop’s 14-day free trial before committing. Paid plans start at $37/month.
Frequently asked questions
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