tiktok-profile-videos
TikTok user profile video scraper: input a TikTok username → output the user's profile info plus paginated video list with full metadata (engagement stats, music, video meta)
Install / Use
npx skills add browser-act/skills --skill tiktok-profile-videosInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of tiktok-profile-videos
tiktok-profile-videos scores 87/100 on our quality scale, 90th of 174 Education & Research skills we index.
Its SKILL.md is 6.9 KB long, well organised into 14 sections with 1 code example: a thorough specification that gives an agent plenty to work with.
With 6,001 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 33 days ago, so tiktok-profile-videos is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
tiktok-profile-videos compared with similar skills
All 4 of these similar skills score higher than tiktok-profile-videos; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| tiktok-profile-videos (this skill)by browser-act | 87 | 6.0k | 33d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.6k | 11d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.9k | today | CLAUDE.md |
| last30days-skillby mvanhorn | 100 | 62.9k | 3d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.9k | today | MCP Server |
Frequently asked questions
- How do I install tiktok-profile-videos?
- Run
npx skills add browser-act/skills --skill tiktok-profile-videos. The install tabs above show the steps for each supported agent. - Which AI agents does tiktok-profile-videos work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is tiktok-profile-videos safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is tiktok-profile-videos still maintained?
- The repository was last updated 33 days ago, so tiktok-profile-videos is actively maintained.
Skill content
View source on GitHubname: tiktok-profile-videos description: "TikTok user profile video scraper: input a TikTok username → output the user's profile info plus paginated video list with full metadata (engagement stats, music, video meta). Use when user mentions TikTok profile scraping, scrape TikTok user videos, get TikTok creator videos, extract TikTok profile data, TikTok user posts, TikTok account video collection, collect TikTok profile page videos, TikTok creator video list, TikTok creator data, TikTok profile scraper, tiktok user scraper, tiktok creator scraper. Also applies to influencer research, competitor analysis, content archiving for a specific TikTok creator, or extracting all posts from a TikTok account."
TikTok — Profile Videos
TikTok username → user profile info + paginated video list with full metadata
Language
All process output to user (progress updates, process notifications) follows the user's language.
Objective
Extract the video list and profile metadata for a given TikTok user using the /api/post/item_list/ endpoint triggered by navigating to their profile page.
Prerequisites
- Browser is open and can access
https://www.tiktok.com - No login required for public profiles
- Browser must use a non-HK proxy (TikTok has shut down in Hong Kong)
Pre-execution Checks
1. Tool Readiness
If browser-act has been confirmed available in the current session → skip this step.
Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.
Capability Components
This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. JS code is encapsulated in Python files under the
scripts/directory, invoked viaeval "$(python scripts/xxx.py {params})".$(...)is bash syntax; it is recommended to use the bash tool for execution.
Network Capture: Profile video list (parameters injected via URL navigation)
/api/post/item_list/ requires TikTok's dynamic signing and the user's secUid (internal ID). Navigate to the profile page — TikTok's JS resolves the secUid and triggers the signed request automatically:
navigate https://www.tiktok.com/@{username}wait stablenetwork requests --type xhr,fetch --filter "post/item_list"network request <id>
Endpoint characteristic: URL contains /api/post/item_list/ with secUid={secUid}&cursor=0
Note: The secUid is a long internal identifier (e.g., MS4wLjABAAAA-VASjiXTh7wDDyXvjk10VFhMWUAoxr8bgfO1kAL1-9s) visible in the captured request URL — record it for pagination requests.
Error handling: If no matching request appears, verify the profile page loaded (screenshot). Private accounts return an empty itemList. If the page shows a region block, switch to a non-HK proxy browser.
Output example:
{
"cursor": "1778468677570", // timestamp-based cursor for next page
"hasMore": true, // false when all videos loaded
"itemList": [
{
"id": "7212410220977392938",
"desc": "Daily Push Up Workout🚀#fitness",
"createTime": 1679270124,
"isAd": false,
"isPinned": false,
"isSponsored": false,
"locationCreated": "US",
"author": {
"id": "6803405475100181510",
"uniqueId": "marcusriosofficial",
"nickname": "Marcus Rios",
"verified": false,
"signature": "Former NFL Athlete 🏈\n📧marcusriosofficial@gmail.com",
"bioLink": null,
"avatarThumb": "https://...",
"privateAccount": false
},
"authorStats": {
"followerCount": 423500,
"followingCount": 50,
"heart": 10000000,
"videoCount": 1277,
"diggCount": 869
},
"authorStatsV2": {
"followerCount": "423500",
"followingCount": "50",
"heart": "10000000",
"videoCount": "1277"
},
"stats": {
"diggCount": 367500,
"shareCount": 6041,
"playCount": 4500000,
"commentCount": 942,
"collectCount": 56691
},
"video": {
"duration": 48,
"height": 1280,
"width": 720,
"cover": "https://...",
"definition": "720p",
"format": "mp4"
},
"music": {
"id": "7176546707423889410",
"title": "Trap Money so Big (Remix)",
"authorName": "Iqbal12",
"original": false,
"coverMedium": "https://..."
},
"textExtra": [{"hashtagId": "9261", "hashtagName": "fitness"}],
"effectStickers": [],
"imagePost": null
}
]
}
To build the webVideoUrl for each item: https://www.tiktok.com/@{item.author.uniqueId}/video/{item.id}
Profile info is available from the first item's author and authorStats fields: followerCount, following, heart total, video count, bio, verified status.
Network Capture: Profile video list pagination (page 2+)
After reading page 1, scroll down to load more videos:
scroll downwait stablenetwork requests --type xhr,fetch --filter "post/item_list"- Find the new request (cursor value changed from the previous page's cursor)
network request <id>
Termination: hasMore is false in response, or itemList is empty.
Pagination
DOM Pagination: Scroll triggers new post/item_list requests with timestamp-based cursor. Each page returns 16 items. Termination: hasMore === false or empty itemList.
Success Criteria
itemList.length >= 1 and first item has non-null id, stats.playCount, author.uniqueId, authorStats.followerCount
Known Limitations
- Requires non-HK proxy (TikTok shut down in Hong Kong)
post/item_listrequires dynamic signing + secUid resolved by TikTok's JS — always use navigate + network capture- Private accounts return empty
itemList authorStats.heartCountmay overflow to negative for accounts with very high like counts — useauthorStats.heartinsteadfollowers/followinglists are not available via this capability (separate scraper needed, requires login)
Execution Efficiency
- Batch orchestration: Loop through multiple usernames serially in one session; add 2–3s between profile navigations.
- Test before batch execution: Test with 1 username first before running the full list.
- Error resumption: Save results profile-by-profile; resume from the failed username on error.
Experience Notes
Path: {working-directory}/browser-act-skill-forge-memories/tiktok-scraper-tiktok-profile-videos.memory.md
Before execution: If the file exists, read it first — it records unexpected situations from past executions; adjust strategy accordingly.
After execution: If an unexpected situation occurs (strategy failed, page redesigned, anti-scraping upgraded), append a line:
{YYYY-MM-DD}: {what happened} → {conclusion}
Normal execution does not write to the file.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
