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An open-source, local, read-only MCP server that checks your request before Google quietly hands back nothing Ask the Google Search Console API for clicks filtered by country us and you get zero rows. No error, no warning, just nothing. It's not the only one.
Build a Python pipeline that answers questions from PDFs and links each answer to its page, then check the citations before you trust them.
AI models trained on AI-generated data lose rare words and facts first. Learn what the research shows, see our GPT-2 test, and build a pipeline that keeps real data in every round.
How a developer who bids on Spanish public contracts filtered the PLACSP tender feed into something an AI agent can query, then connected his Actor to Claude Desktop through the Apify MCP server.
“There’s no other possibility than using Apify.” How a Berlin outbound agency reaches the businesses no database lists, and checks every prospect before it writes.
Bright Data and Apify both help builders get web data into AI agents and automated workflows. Their approaches differ in what they offer, how you use their tools, and how you pay for them.
Comparing Apify's RAG Web Browser with Jina AI Search: one query, same LLM briefing task. Which one retrieved more usable evidence, and what did it cost?
A team of four built 2,000 Actors well ahead of schedule, and its Actor Factory now ships a new one in about an hour.
A build log of adding MCP connector delivery to a pay-per-result Actor, from the input schema and argument mapping to a live delivery into Notion.
Oxylabs and Bright Data are known for their proxy services and have recently invested in web scraping. How do they compare?
Learn what Model Context Protocol is, how MCP hosts, clients, and servers work together, and how to connect your first AI agent to Apify MCP.
Apify Store categories are being rebuilt around the job you're trying to do - a use-case tree plus filters for industry, site, output, and Actor type.
Compare 10 AI tools for real estate investors, from deal sourcing and rental analysis to valuations and CRE deal management, with features, reviews, and pricing.
Six ways to collect data for training AI models, plus the problems and benefits of each method.
An AI agent and an MCP server are two parts of one system. Here's what each one owns, what a connection costs in context, and which one you should build.
Google Trends scores every request against its own top term, so separate batches cannot be ranked together. Claude knew that, then guessed anyway. A calibrated Apify Actor fixed it.
Apify mentors a team at every Czechitas Digital Academy. Martina Gelnerová was one of those students, and now she mentors there herself.
Scrape a website into LlamaIndex with Apify, update the index without re-embedding unchanged pages, and stop partial crawls from deleting pages that still exist.
Connect a LangGraph agent to Apify through the official langchain-apify integration or Apify MCP Server, and give it real-time web search, scraping, and social media data.
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