Amadeus decommissioned its Self-Service APIs on 17 July 2026, breaking flight-price integrations for fare trackers, travel bots and student projects that relied on test.api.amadeus.com. A developer bu…
A team of Apify web-scraper developers traced raw JSON-RPC traffic against Apify's hosted MCP server (mcp.apify.com, v0.17.1) on Oct 2, 2026 to see what an agent actually receives when a remote MCP to…
A developer built an Apify Actor that aggregates job postings directly from company career sites across multiple applicant tracking systems, returning a unified schema. A run against 30 tech companies…
Apify released an official LangChain integration, langchain-apify, that gives LangGraph agents access to real-time web data through 19 dedicated tools split across APIFY_CORE_TOOLS, APIFY_SEARCH_TOOLS…
Apify developer Mick Donahue exposed his Reddit Scraper Actor (labrat011/reddit-scraper) to an AI agent over Apify's MCP server and found that unquoted search phrases returned only 2 of 25 rows matchi…
A tutorial published by Apify details how to build a documentation chatbot using LangChain, OpenAI, Pinecone, and Apify, with UpCloud's documentation as the example corpus and Streamlit for the chat i…
A developer built an AI Web Data Extractor on Apify that turns website scraping into a schema-first task: users list the fields they want, an LLM reads the page, and the tool returns JSON without CSS …
A developer outlined a Python pipeline for scraping YouTube captions at scale to feed RAG and agent systems, using the public player response and timedtext resources rather than the YouTube Data API v…
A developer built crypto-mcp-toolkit, an Apify Actor that exposes crypto market data and backtested Telegram signal-channel statistics to AI agents through a single pay-per-call interface. The toolkit…
AWS detailed how the latest Model Context Protocol specification removes protocol-level sessions, eliminating the initialize/initialized handshake and the Mcp-Session-Id header so requests can route t…
An audit of 121 public Apify Actors found that 46 are not reachable by AI agents through the Apify MCP server, and that a single JSON key in one input schema marked a mandatory field as optional, acco…
Muhammad Sohaib Roomi published 13 public Apify Actors in a single month, according to his Apify Store profile, which reports 26 total users, 2 monthly users, and a run success rate above 99%. The Act…
A head-to-head test of Apify and Exa found that both providers give AI agents web data access through Model Context Protocol (MCP) servers, but they differ in approach: Exa offers search tools that le…
Apify's RAG Web Browser retrieved 564,715 characters across 40 results versus Tavily's 67,472 characters across 40 results in a four-query benchmark on consumer computer price hikes tied to a memory s…
A developer built the Worldwide Remote Jobs Scraper, an Apify-hosted tool that reads eight remote job boards and labels each posting for whether someone living in India can apply. Of 900 "remote" post…
Parallel's Extract API and Apify's Web Fetch both return model-ready page content from a URL, but they differ in defaults: Parallel Extract can serve content from Parallel's crawl index with dynamic c…
Apify published a guide for building a live retrieval-augmented generation (RAG) pipeline using Apify's Website Content Crawler, self-hosted n8n, and Qdrant that re-embeds only changed pages and remov…
Apify, Firecrawl, and Crawl4AI lead a 2026 roundup of eight AI data collection tools for building model-ready datasets, with Apify priced from $19/month, Firecrawl from $16/month, and Crawl4AI free an…
A developer built an Apify Actor that scrapes PR TIMES, Japan's largest press-release distribution platform, into LLM-ready JSON records containing title, company, timestamp, category, cleaned body te…
A developer has released CleanScrape's Google Trends Scraper on Apify, a tool that returns Google Trends observations as exportable rows for use in spreadsheets and reports. The walkthrough demonstrat…