Sourcelane

TikTok Trending Creators Scraper

TikTok

Operated by Sourcelane✓ verified

Find trending TikTok creators by country: username, followers, bio, email, top video views, engagement rate and the trending hashtags they drive.

Read full description

A scraper that reads TikTok trend charts across time windows, industries and ranking metrics to find rising creators by country; it aggregates and de-duplicates chart entries into a ranked creator list and returns creator identity (handle, display name, profile link, ID, avatar), audience metrics (follower counts), bio text and any business email found in the bio, a compound trend score and chart-appearance counts, top-performing video details (chart-window views, lifetime views, organic views, engagement rate, six-second view rate), best-video metrics for sorting, the trending hashtags a creator ranks on with chart/creator ranks, associated industries, country metadata and scrape timestamp. The connector crawls multiple charts per country (time windows, industries and ranking metrics), merges results, computes trend metrics from distinct trending videos and hashtag placements, extracts contact emails present in bios, and supports configurable filters and sorting (by region, time window, industry, follower-range, trend or engagement metrics and result limits). It supports trending-data coverage for 27 countries including major markets (United States, United Kingdom, Canada, Australia, Germany, France, Japan, South Korea, Indonesia, Thailand, Vietnam, Brazil, Mexico and others) and includes richer video and bio data where top-video charts are published.

Verified Oct 25, 10:11 PM

$0.002

per creator

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

You give it

  • Countries

    Countries to find trending creators in.

Optional settings

Time periodIndustrySort byMin followersMax followersMax results

You get back

Text & content
Trending hashtags
People & accounts
UsernameNicknameUser IDEmail
Numbers & stats
FollowersTrend score
Location
CountryCountry name
Links & media
Profile URLAvatar URLBest video viewsTop videos
Other details
BioChart appearancesFound inIndustriesBest engagement rate

Trust & reliability

7d uptime trend
WindowUptimeSuccess ratep50p95Calls
24h————0
7d————0
30d————0

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-trending-creators-scraper","params":{"countries":["US"],"maxResults":5},"maxResults":10}'

Request params

FieldTypeRequiredDescription
countriesarrayoptionalCountries to find trending creators in (27 supported markets). United States, Japan, Indonesia, Thailand and Vietnam also include creators behind the top-performing videos, so they return the most creators.
periodstringoptionalTrending window. 'All windows' combines the 7, 30 and 90-day charts for the most creators.
industrystringoptional'Every industry' reads all charts (most creators). Pick one industry to only get creators trending in that industry's hashtag charts.
sortBystringoptionalOrder of creators within each country. Trend score = number of distinct trending videos plus trending hashtag placements the creator has.
minFollowersintegeroptionalOnly keep creators with at least this many followers. 0 = no minimum.
maxFollowersintegeroptionalOnly keep creators with at most this many followers (handy for finding micro-influencers). 0 = no maximum.
maxResultsintegeroptionalMaximum number of creators to save across the whole run. Smaller numbers finish faster and cost less (the strongest charts are read first). 0 = read every chart, no limit. Capped at 100 per call.

Each result contains

FieldTypeDescription
rankintegerRank
usernamestringUsername
nicknamestringName
profileUrlstringProfile
userIdstring—
followersintegerFollowers
bionull—
emailnullEmail
avatarUrlstring—
trendScoreintegerTrend score
chartAppearancesinteger—
foundInarray—
industriesarrayIndustries
bestVideoViewsnullTop video views
bestEngagementRatenullEngagement rate
topVideosarray—
trendingHashtagsarray—
countrystring—
countryNamestringCountry
scrapedAtstring—

Use TikTok Trending Creators Scraper from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “What are the top 25 TikTok videos for 'protein coffee' this week, and what hooks do they use?”

Connect Claude

Web, desktop and mobile. One click, then confirm.

  1. 1Click Add to Claude — claude.ai opens with Sourcelane filled in
  2. 2Click Continue to confirm — it then works in Claude desktop and mobile too
Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal
claude mcp add --transport http sourcelane https://api.usesourcelane.com/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json
{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.usesourcelane.com/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json
{
  "mcpServers": {
    "sourcelane": {
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json
{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL
https://usesourcelane.com/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl
curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-trending-creators-scraper","params":{"countries":["US"],"maxResults":5},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python
import requests

res = requests.post(
    "https://api.usesourcelane.com/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "tiktok-trending-creators-scraper",
        "params": {"countries":["US"],"maxResults":5},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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