tiktok-search-videos
TikTok keyword search video scraper: input search keyword → output paginated video list with full metadata (author, engagement stats, music, video meta)
Install / Use
npx skills add browser-act/skills --skill tiktok-search-videosInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of tiktok-search-videos
tiktok-search-videos scores 87/100 on our quality scale, 91st of 174 Education & Research skills we index.
Its SKILL.md is 6.2 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-search-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-search-videos compared with similar skills
All 4 of these similar skills score higher than tiktok-search-videos; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| tiktok-search-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-search-videos?
- Run
npx skills add browser-act/skills --skill tiktok-search-videos. The install tabs above show the steps for each supported agent. - Which AI agents does tiktok-search-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-search-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-search-videos still maintained?
- The repository was last updated 33 days ago, so tiktok-search-videos is actively maintained.
Skill content
View source on GitHubname: tiktok-search-videos description: "TikTok keyword search video scraper: input search keyword → output paginated video list with full metadata (author, engagement stats, music, video meta). Use when user mentions TikTok search scraping, search TikTok by keyword, TikTok search results, extract TikTok search data, scrape TikTok videos by keyword, TikTok keyword videos, TikTok keyword search, TikTok search results collection, find TikTok videos by topic, tiktok search scraper, tiktok keyword scraper. Also applies to market research on TikTok content for specific topics, competitor content monitoring, or discovering videos and creators around a keyword."
TikTok — Search Videos
search keyword → paginated video list with author, engagement, music, and video metadata
Language
All process output to user (progress updates, process notifications) follows the user's language.
Objective
Extract TikTok video search results for a given keyword using the /api/search/item/full/ endpoint triggered by navigating to the search results page.
Prerequisites
- Browser is open and can access
https://www.tiktok.com - Login required: TikTok blocks video search API for non-logged-in users; ensure the browser has an active TikTok session
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: Search video results (parameters injected via URL navigation)
/api/search/item/full/ requires TikTok's dynamic signing; navigate to the search page to trigger it automatically:
navigate https://www.tiktok.com/search/video?q={keyword}wait stablenetwork requests --type xhr,fetch --filter "search/item/full"network request <id>
Endpoint characteristic: URL contains /api/search/item/full/ with keyword={keyword}&cursor=0
Error handling: If no matching request appears after navigation, take a screenshot to verify the page loaded correctly (check for anti-bot challenge), then retry once.
Output example:
{
"status_code": 0,
"cursor": "12", // use to identify next-page requests
"has_more": 1, // 0 when all results exhausted
"item_list": [
{
"id": "7212410220977392938",
"desc": "Daily Push Up Workout🚀#fitness #athlete",
"createTime": 1679270124,
"isAd": false,
"locationCreated": "US",
"author": {
"uniqueId": "marcusriosofficial",
"nickname": "Marcus Rios",
"verified": false,
"signature": "Former NFL Athlete 🏈",
"avatarThumb": "https://...",
"privateAccount": false
},
"authorStats": {
"followerCount": 423500,
"followingCount": 50,
"heart": 10000000,
"videoCount": 1277,
"diggCount": 869
},
"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": []
}
]
}
To build the webVideoUrl for each item: https://www.tiktok.com/@{item.author.uniqueId}/video/{item.id}
Network Capture: Search results pagination (page 2+)
After reading page 1, scroll down to load the next page:
scroll downwait stablenetwork requests --type xhr,fetch --filter "search/item/full"- Find the request where the URL
cursorvalue is higher than the previous page (e.g.,cursor=12,cursor=24) network request <id>
Termination: has_more is 0 in response, or item_list is empty.
Pagination
DOM Pagination: Scroll triggers new search/item/full requests. Each page returns 12 items. Cursor increments by 12 per page. Termination: has_more === 0 or empty item_list.
Success Criteria
item_list.length >= 1 and first item has non-null id, stats.playCount, author.uniqueId
Known Limitations
search/item/fullrequires dynamic signing — always use navigate + network capture- Login required: TikTok blocks the video search API for non-logged-in users —
search/item/fullwill not be triggered without an active TikTok session; exploration was done on a logged-in browser and this dependency was not caught at the time - Search returns ~12 videos per page (fewer than hashtag's 30 per page)
- Logged-in users may see personalized results; use a fresh browser session for unbiased results
searchQueryfield is not returned in the raw API response body
Execution Efficiency
- Batch orchestration: Loop multiple keywords serially in one session; add 2–3s between navigations.
- Test before batch execution: Test with 1 keyword first before running the full list.
- Error resumption: Save results keyword-by-keyword; resume from the failed keyword on error.
Experience Notes
Path: {working-directory}/browser-act-skill-forge-memories/tiktok-scraper-tiktok-search-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.
