Pay-per-use tools on Apify

Messy web in.
Clean data out.

Twelve Actors that turn search trends, news, competitor ads, documents, websites, audio and video into structured JSON, Markdown, tables and subtitles. Ready for RAG pipelines, AI agents and automation. You pay only for results.

Inputvideo-to-text-transcriber

        
Dataset item · real output, shortened$0.006 per minute

        
12
public Actors on the Apify Store
98%
of runs succeed (last 30 days, Apify Store stats)
Scheduled
cloud tests with real inputs, daily or every other day
48 h
reply time on every issue

The Actors

One tool per job, each priced per result

Run them from the Apify Console, the API, a schedule or an AI agent. Prices are per item, plus Apify's small start fee.

How billing works

You pay for results, not for attempts

no-data → $0

Failures are free

Items that fail, return no data or have no speech are never charged. A Trends term with too little search volume costs nothing.

Max cost per run

Set a spending cap

Give each run a maximum cost. The Actor stops cleanly at that limit and keeps everything it already delivered.

RESUME_STATE

Never charged twice

If the platform restarts a long run, finished items are skipped, so you never pay for the same result again.

For AI agents

Give Claude, Cursor or any MCP client these tools

Every Actor is available through the Apify MCP server. Add the server URL to your client and ask in plain language. Setup for Claude Code, Claude Desktop and Cursor is in the examples on GitHub.

Each Actor is also listed in the official MCP registry, there are agent skills for coding agents (npx skills add fernandoguiraud16-coder/data-tools), an llms.txt index, and step-by-step guides with Python code and real outputs.

  • Transcribe the last 10 videos of @nasa on TikTok and list the topics.
  • Is interest in bitcoin growing in the US? Show the last 3 months.
  • Find this week's news about Tesla's robotaxi and summarize it.
  • Extract the tables from this PDF into a spreadsheet.
MCP server URL
https://mcp.apify.com?tools=fguiraud/video-to-text-transcriber,fguiraud/audio-video-transcriber,fguiraud/google-trends-scraper,fguiraud/google-news-scraper,fguiraud/google-ads-transparency-scraper,fguiraud/youtube-transcript-scraper,fguiraud/document-to-markdown-tables

Need a feature or found a bug?

Open an issue on the Actor's page in the Apify Store. Every issue gets a reply within 48 hours, and fixes ship as new builds.

Go to the Apify Store