TikTok & Instagram Reels Trends Scraper

TikTok

Operated by Sourcelane✓ verified

A scraper that collects and ranks trending short-form video content from TikTok and Instagram Reels, producing structured, row-oriented trend records that combine platform, source and region context with post metadata, engagement metrics, audio metadata, hashtags and creator statistics. It fetches country-specific trending feeds for TikTok and a global Reels feed for Instagram, extracts items’ URLs, captions, timestamps, content type and media references, captures views/likes/comments/shares/saves where available, captures audio title/author and whether the sound is original, and returns creator-level data including follower and lifetime-like counts plus top recent videos for discovered creators. The connector performs repeated requests to streaming trending feeds, removes duplicates across batches, ranks items in feed order, supports mixed runs across platforms and regional filters, and operates without requiring login credentials, cookies or accounts.

Verified Sep 28, 12:10 AM

$0.003

per trend

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

What people use it for

Trend research and content ideation to identify viral formats, hooks and topics
Discovering trending sounds and recurring hashtags across feeds
Influencer discovery and surfacing rising or popular creators by region and audience criteria
Competitor and market monitoring across country-specific trending feeds
Building social listening and trend-tracking dashboards or daily trend histories

Trust & reliability

7d uptime trend

Window	Uptime	Success rate	p50	p95
24h	—	—	—	—
7d	—	—	—	—
30d	—	—	—	—

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://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-instagram-trends-scraper","params":{"sources":["tiktokVideos","instagramReels"]},"maxResults":10}'

Request params

Field	Type	Required	Description
`sources`	array	required	Pick one or more trend feeds. Every row has the same columns, so a mixed run exports cleanly to CSV or Google Sheets. Use the 'source' column to split them.
`tiktokRegions`	array	optional	2-letter country codes (US, GB, JP, BR, DE,...). The feed is fetched once per country, as a viewer in that country would see it. Each country gets its own trend rank.
`maxTiktokVideosPerRegion`	integer	optional	Stop after this many unique trending videos for each country. 0 = keep going until the feed stops returning new videos (bounded by the stop settings below).
`includeTiktokPhotoPosts`	boolean	optional	TikTok's trending feed mixes in photo slideshows. Untick to keep only videos.
`onlyLocalTiktokVideos`	boolean	optional	The feed for a country also contains global hits. Tick this to keep only videos whose creator is registered in the selected country (see the contentCountry column). Fewer results per request. Local-only videos are billed at a higher per-result rate (see the Pricing tab), because many more requests are needed per kept video.
`maxInstagramReels`	integer	optional	Stop after this many unique trending Reels. Each request returns a small batch that overlaps earlier ones, so the connector keeps asking and removes duplicates. 0 = keep going until no new Reels show up.
`maxCreators`	integer	optional	Stop after this many popular creators. 0 = all pages available for your filters.
`creatorCountry`	string	optional	Only creators based in this country. Leave on 'Any country' for a global list.
`audienceCountry`	string	optional	Only creators whose followers are mainly in this country. Useful for finding creators who reach your market.
`creatorFollowerRange`	string	optional	Only creators within this follower range.
`creatorSortBy`	string	optional	How popular creators are ranked.
`stopAfterCallsWithoutNew`	integer	optional	Trending feeds return a fresh, overlapping batch on every request, and later requests repeat more and more earlier items. A feed stops once this many requests in a row add fewer than 5 new items.
`maxCallsPerFeed`	integer	optional	Hard cap on requests for each feed (each TikTok country, the Reels feed and the creators list). Keeps runs with a 0 limit bounded.

Each result contains

Field	Type	Description
`type`	string	—
`platform`	string	Platform
`source`	string	—
`region`	null	Country
`trendRank`	integer	Rank
`scrapedAt`	string	Scraped
`id`	string	—
`url`	string	URL
`caption`	string	Caption
`hashtags`	array	Hashtags
`contentType`	string	—
`postedAt`	string	Posted
`durationSeconds`	null	—
`views`	null	Views
`likes`	integer	Likes
`comments`	integer	Comments
`shares`	null	Shares
`saves`	null	—
`authorUsername`	string	Author
`authorName`	null	—
`authorId`	string	—
`authorUrl`	string	—
`authorAvatarUrl`	string	—
`authorFollowers`	null	—
`authorTotalLikes`	null	—
`audioTitle`	null	Audio
`audioAuthor`	null	—
`audioId`	null	—
`audioIsOriginal`	null	—
`coverUrl`	string	Cover
`videoUrl`	string	—
`contentCountry`	null	—
`topVideos`	array	—

Use TikTok & Instagram Reels Trends 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. Paste one URL.

1Copy your personal connector URL
2In Claude open Settings → Connectors → Add custom connector
3Paste the URL and click Add — done

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://cool-puffin-608.convex.site/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://cool-puffin-608.convex.site/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://cool-puffin-608.convex.site/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://cool-puffin-608.convex.site/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://sourcelane-amber.vercel.app/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-instagram-trends-scraper","params":{"sources":["tiktokVideos","instagramReels"]},"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://cool-puffin-608.convex.site/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "tiktok-instagram-trends-scraper",
        "params": {"sources":["tiktokVideos","instagramReels"]},
        "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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