TikTok scraper API vs MCP: HasData, Apify or TokConnect?

TikTok scraper API vs MCP is less of a split than it sounds, because HasData and Apify both sell TikTok scraping through an API and an MCP server. They return public videos, profiles and comments as raw JSON, priced per call or per result: a HasData TikTok call costs $0.00295 on its $59 plan, and Apify's most used TikTok Actor charges $3.70 per 1,000 videos on its free plan (checked 5 October 2026). TokConnect is an MCP server and chat that adds what scrapers do not return, TikTok's own search demand, at 2.5 to 9.8 cents a call.

We make TokConnect, so weigh our view accordingly. We have not used HasData or Apify hands-on. Everything we say about them comes from their pricing pages, docs, Apify's public API and HasData's GitHub repository, checked 5 October 2026, and each claim links to its source. To show what our side returns, we ran one query, "vibe coding", through TokConnect the same day and listed every field.

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<a href="https://tokconnect.com/guides/tokconnect-vs-hasdata-apify/"><img src="https://tokconnect.com/graphics/tokconnect-vs-hasdata-apify/summary.png" alt="One TikTok query, priced three ways: 214K searches in 7 days for "vibe coding explain", 0 videos; 10 of 20 topics were typed searches, 10 TikTok labels; 0.3¢ HasData per TikTok call (Startup, monthly); 2.5¢ TokConnect per call (Pro plan)" width="1200" style="max-width:100%;height:auto"></a><br>Source: <a href="https://tokconnect.com/guides/tokconnect-vs-hasdata-apify/">TikTok Scraper API vs MCP: HasData, Apify or TokConnect?</a> by TokConnect

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TikTok scraper API vs MCP at a glance

All three can plug into ChatGPT, Claude or Cursor over MCP. The real differences are what comes back, how you pay, and whether you need bulk runs.

Checked 5 October 2026 from each vendor's own pages, docs and, for Apify Actor prices, the public Apify API. All facts with URLs: facts file.

What HasData does well

HasData is a scraping API company with four TikTok endpoints: keyword search (videos or users), profile, an account's posts (about 30 per page) and comments with replies. Its docs say each TikTok request costs 10 credits and only successful requests are charged.

• Price per call. At $59 a month for 200,000 credits, a TikTok call is 0.3 cents. On Growth ($249 for 3,000,000 credits) it drops to 0.083 cents. That is the cheapest per-call price on this page.
• Clean JSON. Video results carry the caption, hashtags, mentions, plays, likes, comments, shares, saves, duration, music and author, with counts parsed as numbers.
• A ready MCP server. Its TikTok MCP exposes the four reads as tools; agents can chain from a keyword to a creator to a video's comments. The full server has 57 tools across Google, Amazon, Zillow and more.
• Free allowance. 1,000 credits a month, enough for 100 TikTok calls.

One detail to check yourself: its pricing page says unused credits carry over, while its TikTok docs say they do not.

What Apify does well

Apify is a marketplace of scrapers ("Actors") plus the platform to run them. The TikTok Actor most people use, Clockworks TikTok Scraper, had 308,251 users and about 12.9 million public runs in the last 30 days, per the Apify API on 5 October 2026.

• Bulk and scheduling. Schedules run Actors on cron, and datasets download as JSON, CSV, Excel, XML and more. For 100,000 videos a month, this is the tool.
• The richest video record. Clockworks returns engagement counts, author and music metadata, hashtags, mentions, subtitle links, location and flags such as isAd and isSponsored. Add-ons cover video files, transcripts and followers.
• Pay per result. $0.0037 per video on the free plan, $0.003 on Starter, $0.0017 on Business, plus $0.001 per run. A cheaper Actor from API Dojo charges $0.0003 per post.
• MCP that finds Actors. Its MCP server lets an agent search the Store, read an Actor's inputs and run it.

Our Apify TikTok scraper guide goes deeper on Actor choice and limits.

What TokConnect returned for "vibe coding"

We ran two lookups on 5 October 2026: a Creator Search Insights topic search (20 topics) and a video search (18 videos came back for 20 requested). The topic search is the part no scraper above returns. Each topic carries the phrase, its 7-day search count, a 7-point daily series, a daily 0 to 100 popularity score, the number of videos TikTok matches to it, and TikTok's category path.

Data: TikTok Creator Search Insights via TokConnect, pulled 5 October 2026. Searches are TikTok's 7-day global figure. Four smaller typed searches are in the snapshot. Open the snapshot.

Two of the three biggest searches had no matched videos, which is a content gap a scraper cannot show, because a scraper only sees videos that exist. Half of the 20 topics were typed searches; the other 10 were TikTok's own topic labels, which pool many searches (for example "vibe coding concept and meaning"), so we leave their figures out.

The 18 videos had a median of 236,902 plays, and 4 passed 1 million. Each video came with 14 fields: id, caption, author handle, nickname and id, plays, likes, comments, shares, saves, create time, duration, and video and cover URLs.

Field coverage, side by side

HasData and Apify fields from their docs and Store page, checked 5 October 2026; TokConnect fields from our 5 October pull. Facts file.

On the video record alone, the scrapers return more. TokConnect's extra rows are TikTok's search demand, which comes from Creator Search Insights. That tool lives in the TikTok app and at tiktok.com/csi with no export, no history view and no API, so it is not something a page scraper can collect. Our Creator Search Insights guide explains the metrics.

Cost per call, with the arithmetic

Prices: hasdata.com/prices (monthly billing; $49, $99 and $208 a month if billed yearly), apify.com/pricing and Actor prices from the Apify API, tokconnect.com/pricing, all checked 5 October 2026. Apify plan fees ($19 Starter, $999 Business) are on top. HasData's docs do not say how many videos one search page returns. Workings.

On price per call, HasData wins by a wide margin, and API Dojo is the cheapest way to pull videos on Apify. TokConnect costs 8 to 33 times more per call than HasData's $59 plan. Our "vibe coding" check took 2 lookups, $0.0498 on Pro, and the topic half of it has no scraper equivalent at any price. If you only need video records, pay the scraper price.

Pick HasData or Apify if, pick TokConnect if, or use both

Pick HasData if you want the cheapest clean JSON per call for TikTok search, profiles, posts and comments, from one key that also covers Google, Amazon and other sites.

Pick Apify if you need bulk runs on a schedule, dataset exports, the richest video records with ad flags and transcripts, or scrapers for many other platforms.

Pick TokConnect if you need to know what people search on TikTok, how fast it is growing, who is searching and which searches have no videos, inside ChatGPT, Claude or Cursor without writing a scraper. It is a research tool, not a bulk collector.

Use both if you build TikTok reports. Use search demand to choose the phrases worth tracking, then point a scraper at those phrases for the full video and comment records. Our TikTok API guide lists the official and unofficial options.

Try the demand half on your own topic:

How we got these numbers

TikTok figures were pulled on 5 October 2026 through TokConnect's MCP server: one search_topics call for "vibe coding" (20 topics) and one search_videos call (20 requested, 18 returned). Search counts are TikTok's global 7-day "search popularity". We picked "vibe coding" after screening three product queries; one returned only topic labels and two were already in use for another page of ours. A topic counts as a label under our house rule if its 7-day figure is 5,000,000 or more, or 1,000,000 or more with a first daily reading under 5% of its last, or it sits in "TikTok's Featured Content"; labels are left out of every figure above. Author ids and media URLs are removed from the published snapshot.

HasData and Apify facts come from their pricing pages, docs, the public Apify API and HasData's GitHub repository, read on 5 October 2026; we did not sign up or test either. Per-call costs divide each plan's monthly price by the calls it buys, or multiply per-result prices by 18 videos. Data: query snapshot, vendor facts.