TikTok Video Stats MCP Server
Reads public stats for TikTok video and photo posts from URLs or post IDs, returning plays, likes, comments, shares, saves, caption, hashtags, post date, sound, and author follower/like totals. Supports batch lookups of up to 1,000 posts per run.
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
TikTok Video Stats MCP Server
An MCP server for the Mamba Labs TikTok Video Stats actor on Apify. Read public stats for TikTok posts by URL.
What's Inside
Related MCP server: tiktok-downloader-mcp
What it does
Give TikTok video or photo post URLs or post IDs. You get one flat row per post with plays, likes, comments, shares, saves, caption, hashtags, post date, sound, and the author's public follower and like totals.
All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.
Quick start
You need Node.js 18 or newer and an Apify account with an API token.
Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:
{
"mcpServers": {
"mamba-tiktok-video-stats": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-tiktok-video-stats"
],
"env": {
"APIFY_TOKEN": "your-apify-token"
}
}
}
}Restart the client. The get_tiktok_video_stats tool appears.
Prerequisites
Node.js 18 or newer.
An Apify API token from console.apify.com/account/integrations, set as
APIFY_TOKEN. The server lists its tool without a token; a call needs one.
Example prompts
"How many plays, likes, and shares does this TikTok video have?"
"Compare the engagement on these 5 TikTok posts."
"When was this TikTok posted, and what hashtags does it use?"
Tool
get_tiktok_video_stats. One tool. Example arguments:
{
"videos": [
"https://www.tiktok.com/@washingtonpost/video/7198260520103841070"
]
}Inputs
Every buyer facing input of the actor. Omitted inputs take the actor's own defaults.
Input | Type | Required | Description |
| array | no | TikTok video or photo post URLs (https://www.tiktok.com/@handle/video/ID) or numeric post IDs, up to 1,000 per run. Duplicates are read once. |
| number | no | The most posts to read in this run, from 1 to 1,000. Default 100. Text or a number. |
| string | no | Optional. The run stops before a charge that would pass this amount. Summary rows are always returned. |
Pricing
Pay per event on Apify, billed to your Apify account. Prices in USD.
Event | Free plan | Bronze | Silver | Gold |
| $0.0004 | $0.00038 | $0.00036 | $0.00034 |
| $0.0004 | $0.00038 | $0.00036 | $0.00034 |
| $0.006 | $0.006 | $0.006 | $0.006 |
TikTok bot check pages, values that are not TikTok posts, and refused input are free. Mamba Labs pays the platform costs of the run, Apify proxy traffic included.
Full actor documentation
apify.com/mambalabs/tiktok-video-stats
License
MIT. See LICENSE.
This server cannot be deployed
Maintenance
Related MCP Connectors
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TikTok profiles, video stats and transcripts by handle or URL. No login. Pay per result.
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Scrape and analyze public LinkedIn posts as structured JSON via the Apify LinkedIn Posts API.
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