Apify
A cloud-based web scraping and automation platform that offers a large library of pre-built crawler scripts called Actors, covering data extraction from major websites. It operates on a usage-based pricing model and supports integration with automation tools such as n8n via API keys.
Core Facts
Timeline (last 90 days)
Cloud browser services such as Browserless and Apify are mostly based on Chromium.
RAG Sync Monitor is currently offered as an Apify actor at https://apify.com/cipherwise/rag-sync-monitor.
On the Apify platform, 8 actors ran a cumulative 231 times, of which 1 run came from a user other than the author, occurring on October 15.
The YouTube Transcript Scraper on Apify accepts video, playlist or channel links and returns plain text, timestamped segments, SRT or VTT format.
Apify's free plan with $5 per month covers roughly 1250 transcripts.
Apify's YouTube Transcript Scraper charges $0.004 per transcript on the free plan and less on paid plans, with proxy costs included; videos without transcripts are not charged.
Scraping 500 reviews costs about $0.29, and classifying 377 reviews with text costs about $0.19; pure star-rating entries are skipped and not charged.
The Apify MCP server wraps Actors on the Apify platform as tools callable by LLMs, enabling clients such as Claude and Cursor to directly initiate scraping and classification operations without manually writing API call code.
The Google Maps Review Classifier on Apify can connect to the dataset of any Google Maps review scraper, automatically assign labels, generate a reply queue and per-store summary reports, and is priced at $0.50 per 1,000 reviews, with no need to write prompts or provide your own LLM key.
Korean Review Classifier is a classification tool that assigns structured English labels to Korean e-commerce reviews, outputting labels with probabilities across three dimensions—complaint type, sentiment polarity, and purchase motivation—and does not handle scraping.
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All Facts (20)
Claude Code CLI not only implements an MCP client but also supports running as an MCP server.
65%UnverifiedLaunchFast的技术栈包括Cursor、Vercel、Supabase、Resend、Apify，以及TypeScript + Next.js框架
80%UnverifiedCloud browser services such as Browserless and Apify are mostly based on Chromium.
50%UnverifiedThe YouTube Transcript Scraper on Apify accepts video, playlist or channel links and returns plain text, timestamped segments, SRT or VTT format.
50%UnverifiedApify's YouTube Transcript Scraper charges $0.004 per transcript on the free plan and less on paid plans, with proxy costs included; videos without transcripts are not charged.
50%UnverifiedApify's free plan with $5 per month covers roughly 1250 transcripts.
50%UnverifiedThe Apify MCP server wraps Actors on the Apify platform as tools callable by LLMs, enabling clients such as Claude and Cursor to directly initiate scraping and classification operations without manually writing API call code.
50%UnverifiedThe Google Maps Review Classifier on Apify can connect to the dataset of any Google Maps review scraper, automatically assign labels, generate a reply queue and per-store summary reports, and is priced at $0.50 per 1,000 reviews, with no need to write prompts or provide your own LLM key.
50%UnverifiedScraping 500 reviews costs about $0.29, and classifying 377 reviews with text costs about $0.19; pure star-rating entries are skipped and not charged.
50%UnverifiedOn the Apify Store you can run review scrapers targeting Coupang or Olive Young; the article names Coupang Review Scraper (zen-studio), Olive Young Review Scraper (cocomoon, Korean site), and Olive Young Review Scraper (solidcode, Olive Young Global).
50%UnverifiedApify gives $5 of free credit per month, which covers roughly ten thousand reviews' worth of classification cost.
50%UnverifiedKorean Review Classifier is priced at $0.50 per 1,000 reviews, with no need to write prompts or provide your own LLM key; rows without review text are skipped and not billed.
50%UnverifiedApify Schedules is a built-in platform feature for scheduled tasks that lets the scrape → label → filter-and-count pipeline run automatically each day.
50%UnverifiedEach run of the Apify Actor produces a structured results dataset with a unique dataset ID, and the classifier can read the previous scraping results directly by passing in the dataset ID.
50%UnverifiedKorean Review Classifier is a classification tool that assigns structured English labels to Korean e-commerce reviews, outputting labels with probabilities across three dimensions—complaint type, sentiment polarity, and purchase motivation—and does not handle scraping.
50%UnverifiedWebpage to JSON for AI Agents is a tool offered on the Apify platform that takes a URL and natural-language field requirements as input and returns JSON with type declarations, with each value accompanied by a verbatim quote from the page.
50%UnverifiedThe tool can be invoked via Apify's Python client: pass a token to create a client, call the corresponding Actor, pass the URL and instruction, then iterate over the dataset and print the data field of each result.
50%UnverifiedThe tool costs $0.03 per page from which data is successfully extracted; pages where no data is found are not charged, and LLM costs are included.
50%UnverifiedAll five scenario tests (Google Maps, Instagram, TikTok, LinkedIn, YouTube) were completed, with a total cost of $2.71.
50%UnverifiedApify's MCP Server allows Agents to call over 80,000 ready-made data scraping tools (actors) on the Apify Store, covering mainstream platforms such as Google Maps, Instagram, TikTok, LinkedIn, and YouTube.
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