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tiktok-hashtag-videos

TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta…

Skill by browser-act

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/browser-act-tiktok-hashtag-videos

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list). Use when user mentions TikTok hashtag scraping, TikTok tag videos, scrape TikTok by hashtag, extract TikTok hashtag data, TikTok challenge videos, get videos from a TikTok tag, bulk collect TikTok hashtag posts, TikTok video collection by tag, TikTok topic videos, collect TikTok tag data, batch fetch TikTok videos by hashtag, tiktok tag scraper, tiktok challenge scraper. Also applies to competitive research on TikTok trending topics, influencer discovery by hashtag, content monitoring for specific TikTok tags, or any task requiring video lists from a specific TikTok hashtag or challenge.

Use cases: data, writing, research, productivity

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/tiktok-hashtag-videos

What's inside

Skill name
tiktok-hashtag-videos
Description
TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list). Use when user mentions TikTok hashtag scraping, TikTok tag videos, scrape TikTok by hashtag, extract TikTok hashtag data, TikTok challenge videos, get videos from a TikTok tag, bulk collect TikTok hashtag posts, TikTok video collection by tag, TikTok topic videos, collect TikTok tag data, batch fetch TikTok videos by hashtag, tiktok tag scraper, tiktok challenge scraper. Also applies to competitive research on TikTok trending topics, influencer discovery by hashtag, content monitoring for specific TikTok tags, or any task requiring video lists from a specific TikTok hashtag or challenge.
License
MIT
Instructions
178 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (2)

  • SKILL.md
  • get-challenge-id.py · scripts/

SKILL.md (first lines)

# TikTok — Hashtag Videos

> hashtag name → challenge info + 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 the video list for a given TikTok hashtag using the `/api/challenge/item_list/` endpoint triggered by page navigation.

## Prerequisites

- Browser is open and can access `https://www.tiktok.com`
- No login required for public hashtag data
- 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 via `eval "$(python scripts/xxx.py {params})"`. `$(...)` is bash syntax; it is recommended to use the bash tool for execution.

Below are all atomic capabilities discovered and verified during the exploration phase. Simply invoke them as needed — no need to read `scripts/*.py` source code or re-verify.

### API: Get challenge ID from hashtag name

`eval "$(python scripts/get-challenge-id.py '{hashtag}')"`

Parameters:
- `{hashtag}`: hashtag name without `#`, e.g., `fitness`

Output example:
```json
{
  "id": "9261",             // challengeID — required for item_list requests
  "title": "fitness",       // canonical hashtag title
  "videoCount": "63107035", // total videos under this hashtag
  "viewCount": "760591731095" // total views
}
```

### Network Capture: Hashtag video list (parameters injected via URL navigation)

`/api/challenge/item_list/` requires TikTok's dynamic signing (X-Bogus/X-Gnarly); direct fetch returns empty. Navigate to the hashtag page — TikTok's JS triggers the signed request automatically:

1. `navigate https://www.tiktok.com/tag/{hashtag}`
2. `wait stable`
3. `network requests --type xhr,fetch --filter "challenge/item_list"`
4. `network request <id>`

Endpoint characteristic: URL contains `/api/challenge/item_list/` with `cursor=0`

Error handling: If no matching request is found after navigation, take a `screenshot` to confirm the page loaded correctly, then retry navigation once. If the page shows a region-restriction notice, switch to a browser with a non-HK proxy.

Output example:
```json
{
  "cursor": "30",   // use as cursor value to identify next page's request
  "hasMore": true,  // false when all pages exhausted
  "itemList": [
    {
      "id": "7212410220977392938",
      "desc": "Daily Push Up Workout🚀#fitness #athlete",
      "createTime": 1679270124,
      "isAd": false,
      "isPinned": false,
      "locationCreated": "US",
      "author": {
        "uniqueId": "marcusriosofficial",  // username for webVideoUrl
        "nickname": "Marcus Rios",
        "verified": false,
        "signature": "Former NFL Athlete 🏈",
        "bioLink": null,
        "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": [],
      "imagePost": null  // non-null for slideshow posts
    }
  ]
}

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    From GitHub (fetched Oct 24, 2026).

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    License
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    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026

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    Cite this page

    tiktok-hashtag-videos skill. Agent Mart. https://agentmart.dev/skills/browser-act-tiktok-hashtag-videos (last updated 2026-10-24)