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.
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 Video Stats MCP Server Get plays, likes, and shares for this TikTok video: tiktok.com/@washingtonpost/video/7198260520103841070"
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.
An MCP server for the Mamba Labs TikTok Video Stats actor on Apify. Read public stats for TikTok posts by URL.
Related MCP server: tiktok-downloader-mcp
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.
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.
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.
"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?"
get_tiktok_video_stats. One tool. Example arguments:
{
"videos": [
"https://www.tiktok.com/@washingtonpost/video/7198260520103841070"
]
}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. |
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.
apify.com/mambalabs/tiktok-video-stats
MIT. See LICENSE.
Read public stats for TikTok video or photo posts by URL or post ID. Returns one flat row per post with plays, likes, comments, shares, saves, caption, hashtags, post date, sound, and the author's follower and like totals. Costs 0.0004 USD per post read, 0.0004 USD per post TikTok reports as deleted, private, or missing, plus 0.006 USD per run start. Bot check pages are free rows.
Inputs: videos, max_videos, max_charge_usd.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Scored across 1 tool
With only one tool, there is no possibility of confusing it with another. Its purpose—reading public TikTok video or photo post stats by URL or post ID—is clearly stated.
The single tool follows a clear snake_case verb_noun pattern: get_tiktok_video_stats. There are no competing conventions to create inconsistency.
A single tool is defensible for a narrowly scoped stats-reader, but the surface feels thin because it only supports one operation. Users needing batch reads, profile data, or video discovery have no adjacent tools.
The tool covers reading stats for known posts and returns rich fields, but the surface lacks obvious companion operations such as listing a user's posts, resolving URLs to IDs, or batch retrieval. It is usable for its exact purpose but limited as an overall TikTok stats API.
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