Mcp Tiktok Video Stats

com.mambabuiltPublished by mambabuilt.comv1.0.1Updated Nov 14, 2026

TikTok video stats by post URL: plays, likes, comments, shares, saves

The publisher's own server: Garmin & Strava for Claude and ChatGPT

VerifiedSTDIODesktop onlyWeb Search & Scraping Data & Analytics

Server details

Identifier: com.mambabuilt/mcp-tiktok-video-stats
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Nov 13, 2026

Security note

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Overview

AI-generated overview

Reads public TikTok video and photo post stats — plays, likes, comments, shares, saves and author totals — by post URL or ID.

What you can do: Read public stats for TikTok video or photo posts by URL or numeric post ID
Return one flat row per post with plays, likes, comments, shares, saves, caption, hashtags, post date, sound, and author follower and like totals
Batch up to 1,000 posts per run, with duplicates read once, and cap the number of posts or the maximum charge
When to use it: Useful when you want an assistant to look up or compare engagement on specific TikTok posts, check when a post went out or which hashtags it uses, without opening the app yourself.
Requirements: Runs locally over stdio via npx, so Node.js 18 or newer is needed. An Apify account and an Apify API token set as APIFY_TOKEN are required for calls; the tool is listed without one. All work runs on Apify, so network access is needed.

Before you install

Calls spend money on your Apify account: per post read, per missing or deleted post, and per run start, so set max_charge_usd to bound cost. The APIFY_TOKEN is a billable credential and should be kept out of shared configs. Post URLs and IDs are sent to Apify and TikTok is accessed through Apify's infrastructure.

Installation

In SourceWeft

Open Mcp Tiktok Video Stats in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

TikTok Video Stats MCP Server

[Glama score] [MCP Registry] [npm version] [npm downloads] [license]

An MCP server for the Mamba Labs TikTok Video Stats actor on Apify. Read public stats for TikTok posts by URL.

What's Inside

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:

json

{  "mcpServers": {    "mamba-tiktok-video-stats": {      "command": "npx",      "args": [        "-y",        "@mambalabsdev/mcp-tiktok-video-stats"      ],      "env": {        "APIFY_TOKEN": "your-apify-token"      }    }  }}

{  "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:

Inputs

Every buyer facing input of the actor. Omitted inputs take the actor's own defaults.

Input	Type	Required	Description
`videos`	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.
`max_videos`	number	no	The most posts to read in this run, from 1 to 1,000. Default 100. Text or a number.
`max_charge_usd`	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
`video-row`, one post read	$0.0004	$0.00038	$0.00036	$0.00034
`missing-post`, one post TikTok reports as deleted, private, or missing	$0.0004	$0.00038	$0.00036	$0.00034
`apify-actor-start`, per run start	$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.

Source: README.md at commit ee3b7a8

Tools

get_tiktok_video_stats

Get TikTok video stats

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.

Parametersvideosmax_videosmax_charge_usd

Version history

v1.0.1LatestNov 14, 2026
v1.0.0Nov 13, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 days25 pts
Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
License10 pts

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