Tiktok Profile Stats
io.github.mrockerPublished by GitHub account mrockerv1.0.1Updated Oct 25, 2026
TikTok profiles, video stats and transcripts by handle or URL. No login. Pay per result.
The publisher's own server: Garmin & Strava for Claude and ChatGPT
Overview
A hosted Apify MCP server that lets an assistant pull TikTok profile and per-video stats, plus TikTok captions, by handle or URL.
- What you can do
- Fetch TikTok profile data and per-video statistics by handle or URL, with no login required on the platform side. Retrieve TikTok transcripts from the platform's own captions as text with timed segments, optionally alongside the stats. Runs on Apify as a pay-per-result Actor, so only results that come back are charged.
- When to use it
- Useful when you want an assistant to look up public TikTok account and video metrics or pull captions for a video, without building your own scraper or signing in to TikTok.
- Requirements
- A remote MCP endpoint hosted by Apify, connected over streamable HTTP. An Apify account with OAuth authentication when prompted; a free Apify account is enough. Network access to the Apify endpoint.
Installation
In SourceWeft
- Open Tiktok Profile Stats in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.mrocker%2Ftiktok-profile-stats/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.
{
"mcpServers": {
"tiktok-profile-stats": {
"type": "http",
"url": "https://mcp.apify.com/?tools=nick.cheng/tiktok-profile-stats-scraper"
}
}
}README
social-data-mcp
Pay-per-result data tools — X/Twitter profiles & tweets, YouTube videos & channels, TikTok profiles & video stats, YouTube / TikTok transcripts, and LinkedIn companies & public profiles — exposed to AI agents as MCP servers and as Agent Skills. They run on Apify. No platform API key is needed and nothing logs in on its own; the one exception is full X timelines, which need cookies from a session of your own (X shows logged-out visitors only an account's latest few posts). You are charged only for results that actually came back, at the same price on every Apify plan (free included).
The YouTube and TikTok tools can also return the transcript alongside the stats (includeSubtitles: true,
no extra charge).
Narrower single-purpose variants of the same code, for when you want exactly one thing:
x-profile-data ·
single-tweet-scraper ·
youtube-video-stats ·
tiktok-follower-count ·
tiktok-video-stats.
Use as an MCP server (hosted, no install)
Apify hosts an MCP endpoint for every Actor. Add one URL to any client that supports remote MCP servers (Claude, Cursor, VS Code, …) and authenticate with your Apify account when prompted:
Or pick one: https://mcp.apify.com/?tools=nick.cheng/youtube-transcript-scraper.
The servers are also listed in the official MCP Registry as
io.github.mrocker/x-twitter-profile-tweets, io.github.mrocker/youtube-video-channel,
io.github.mrocker/tiktok-profile-stats, io.github.mrocker/youtube-transcripts,
io.github.mrocker/tiktok-transcripts, io.github.mrocker/linkedin-company-profile (see servers/), and the first three on Smithery:
nick-cheng/x-twitter-profile-tweets ·
nick-cheng/youtube-video-channel ·
nick-cheng/tiktok-profile-stats
(the Smithery gateway forwards your Apify token as a token query parameter).
Use as a local stdio server
Published on npm as social-data-mcp and in the
MCP Registry as io.github.mrocker/social-data-mcp:
This is a thin wrapper that starts Apify's own @apify/actors-mcp-server pre-scoped to the six
Actors above. Get a token at https://console.apify.com/account/integrations (free account is enough).
Use as Agent Skills
Installs six skills — x-twitter-profile-tweets, youtube-video-channel, tiktok-profile-stats,
youtube-transcripts, tiktok-transcripts, linkedin-company-profile — each a short SKILL.md telling the agent when to call the tool, how (one curl), what comes
back, and what the tool cannot do.
What these tools will not do
Keyword search on X, follower lists, reply threads, TikTok video lists per account, LinkedIn people/company search, employee lists and Sales Navigator (all login-only), and speech recognition of their own (transcripts are the platforms' own captions; a video without captions gets none). Full X timelines need cookies you supply; nothing here signs in on its own or uses anyone else's account. The READMEs on Apify say so up front.
Correction (October 2026): earlier versions of this page said YouTube transcripts were impossible and that nothing here needed a login. The first was true only of the YouTube web player's caption links, the only ones we had tested; the second stopped being true for X timelines when X rebuilt its web app.
License
MIT for the code in this repository. The Actors themselves are used under Apify's terms.
Source: README.md at commit b53f326
Tools
0Version history
2- v1.0.1LatestOct 17, 2026
- v1.0.0Sep 16, 2026
Score
85% 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 daysRequired25 pts
- Auth declaredRequired10 pts
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
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