What is tiktok-profile-stats?

A skill for retrieving TikTok account details and video statistics by handle, account URL, video URL, or video ID.

Checking followers, likes, verification, account information, and per-video plays, comments, shares, and saves.

It supplies public TikTok figures without login, cookies, or an X-style developer API key, so you can check data programmatically.

tiktok-profile-stats — Skill for Claude Code and Codex by mrocker

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add mrocker/social-data-mcp --skill tiktok-profile-stats

Clone the repo

git clone --depth 1 https://github.com/mrocker/social-data-mcp

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/mrocker/social-data-mcp/tiktok-profile-stats/github.svg)](https://agentmods.dev/skills/mrocker/social-data-mcp/tiktok-profile-stats)

Your own site

<a href="https://agentmods.dev/skills/mrocker/social-data-mcp/tiktok-profile-stats"><img src="https://agentmods.dev/badge/skills/mrocker/social-data-mcp/tiktok-profile-stats/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/mrocker/social-data-mcp/tiktok-profile-stats"><img src="https://agentmods.dev/badge/skills/mrocker/social-data-mcp/tiktok-profile-stats.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 83 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 877 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00083	$0.00877
Opus 5.5	$0.00033	$0.00351
Sonnet 5.5	$0.00017	$0.00175
Haiku 4.5	$0.00008	$0.00088

Measured 22d ago against content hash adfdf658c7c2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tiktok-profile-stats scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 22d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s -X POST "https://api.apify.com/v2/acts/nick.cheng~tiktok-profile-stats-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \

skills/tiktok-profile-stats/SKILL.md · 51 lines

How it starts

The opening of the file, as written. The whole thing — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TikTok profiles & video stats

Pay-per-result Apify Actor nick.cheng/tiktok-profile-stats-scraper. No login, no cookies, no signature reverse-engineering. Charges only for rows that came back ($0.02/profile, $0.003/video — same on every plan). Needs APIFY_TOKEN (free account: https://console.apify.com/account/integrations).

When to use

"How many followers does @handle have / is it verified / how old is the account" → handles
"Stats for these video links" → videoUrls (full links, vm.tiktok.com share links, or bare IDs)
Creator vetting: isBusinessAccount, businessCategory, duetSetting, stitchSetting, createdAt
"How do this creator's recent videos perform" → add recentVideos: 8 (1–12): per-video counts plus recentStats (avg/median plays, engagement rate by plays and by followers, posts per week; pinned videos kept out of the averages)
"How do I contact them" → every profile row has emails, phones, externalLinks, linkInBio, otherSocials parsed from the bio (only what the creator published)
"Stats and what is said in these videos" → add includeSubtitles: true (no extra charge). Transcripts only: nick.cheng/tiktok-transcript-scraper ($0.003 per transcript; see the tiktok-transcripts skill)

Call it

curl -s -X POST "https://api.apify.com/v2/acts/nick.cheng~tiktok-profile-stats-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H 'Content-Type: application/json' \
  -d '{"handles":["nasa","duolingo"],"videoUrls":["https://www.tiktok.com/@nasa/video/7676868860749827342"]}'

Or as an MCP tool: https://mcp.apify.com/?tools=nick.cheng/tiktok-profile-stats-scraper.

Output rows

itemType: "profile" — handle, userId, secUid (stable ID), nickname, bio, bioLink, isVerified, isPrivate, createdAt, followers, following, likes, videoCount, isBusinessAccount, businessCategory, commentSetting, duetSetting, stitchSetting, emails, phones, externalLinks, linkInBio, otherSocials; with recentVideos also recentVideos[], recentStats
itemType: "video" — videoId, url, description, createdAt, durationSeconds, playCount, likeCount, commentCount, shareCount, collectCount, repostCount, hashtags, music, author (creator's headline counts), isAd, isPhotoPost; with includeSubtitles also transcript, transcriptLanguage, transcriptType, subtitles[].segments ({start, end, text}), subtitlesNote
error: true, chargedForThis: false — account/video not found, reason given

Read the full file on GitHub · 51 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

22d ago Changed · +9 lines · +8 tokens per session adfdf658c7c2
2mo ago First seen · 42 lines · 75 tokens per session scan A 771bf05d5410

Subscribe to this mod's changes

tiktok-profile-stats is a skill published in the GitHub repository mrocker/social-data-mcp (0 stars, last pushed 22d ago), licensed MIT. It adds 83 tokens to every session and 877 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Analytics and metrics

tiktok-profile-stats next to 6 skills from other repositories
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tiktok-profile-statsmrocker/social-data-mcp	Skill	0	22d ago	MIT	A	83	Claude Code, Codex
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tiktok-profile-stats