Dense Slides: The rise of the agentic economy on the shoulders of MCP — Jan Curn, Apify

Source Video

The rise of the agentic economy on the shoulders of MCP — Jan Curn, Apify

Method

This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

Cropped Visible Slides

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.98
Text source: agent_vision.

Slide text:

How does intelligence emerge in markets?

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.97
Text source: agent_vision.

Slide text:

So how will general intelligence emerge in computing systems?

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.96
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — Dense product-card grid with small text across multiple tiles.

Slide text:

Apify runs a marketplace of 5,oo0 Actors

apify/website-content-crawler Website Content Crawler.? Google Maps Emall Extractor lukaskrlvka/google-mags-with-cont- Instagram Scraper... apify/instagraa-scraper

feed Al models, LLM applications, vector databases, or RAG pipelines. The Actof... Crawl websites and extract text content to Extract Googie Maps contact detalls. Scrape details and get emall addresses, website,. websites of Google Maps places for contact comments. Get data from Instagram using.. proflies, places, hashtags, photos, and Scrape and download Instagram posts,

) Aplfy % 42.4k ☆ 4.6 0 Lukas Kflvka % 22.7k ☆ 4.7: C Apity 83.1k 4.3

No Rate-Llmits: apidojo/twitter-scraper-lite Twittor (X.com) Scraper Unlimited: Facebook Posts Scraper apity/faccbook-posts-scraper clockworks/frce-tiktok-scraper TikTok Data Extractor

solution available. Our enterprise-grade.... most comprehensive Twitter data extractlon Introducing Twitter Scraper Unlimlted, the.: and profiles. Get post URl, post text, page. Extract data from hundreds of Facebook posts from one or multiple Facebook pages User profles Including posts, total lkes.-. Extract data about videos, users, and channels based on hashtags or scrape fu!

oa dv& 2 2.8k ☆ 4.5 D) Apify. 19.9k ☆4.5 Clockworks % 23.9k ☆ 4.7

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.95
Text source: advanced OCR rapidocr-live/left-72/opencv-adaptive.
OCR decision: ready — UI screenshot with many small labels, metrics, and metadata fields.

Slide text:

GoogleMapsScraper

Try tor tree

compass/crawler-google-places O Developed by Compass Maintained by Apify

Extract data from thousands of Google Maps locations and businesses. Get Google Maps

schedule and monitor runs, or Integrate with other tools. details, images, contact info, opening hours, location, prices & more. Export scraped data

★★*★☆ 4.2 (56): (: 0 Pricing Payper event |Q 1100: 1 % Monthly users 8.2k Runs sl

Response time 4.5 days I G Last modified 3 hours ago:

Lead generation

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.98
Text source: none.
OCR decision: ready — Code slide with small monospaced text and tabs.

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.97
Text source: agent_vision.

Slide text:

Use Actors from AI agents using MCP

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.97
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — Dense small screenshot text with bullets, status message, and UI chrome; OCR will recover details better than direct transcription.

Slide text:

Process Detalls::

.Navigatlon: Successfully loaded the Al Engineer World's Fair homepage

. Form Location: Found the subscription form with placeholder *your@work.email"

Emall Input: Successfully entered jan@apify. con: into. the email field

Form Interaction: Clicked the submit button (arrow icon) multiple times:

Current Status:

The form shows a validation error: "Invalid Emall Address. Please use a valld email

address."

*This appears to be a cllient-side validation issue wit:

Claude doos not have internet sccoss enobled. Enable web search for up to date and accurato links.

. Reply to Claude...

Q Researth. ntra: Claude Sonnct 4

Classification audit: raw/sources/slide-ai-classification/dense/blW-lSd5CYQ/audit.json