Apify integrates with LangGraph for real-time web data access

Apify announced an integration enabling LangGraph agents to fetch real-time web data via its official langchain-apify package or Apify MCP Server.

Markdown twin JSON

Agents & MCP Primary source release / significance 3

Briefing

Apify: Apify announced an integration enabling LangGraph agents to fetch real-time web data via its official langchain-apify package or Apify MCP Server.

Why it matters

This integration bridges the gap between AI agent frameworks and live web data, allowing LangGraph agents to perform real-time search, scraping, and social media extraction without custom middleware. It simplifies building data-aware agents and positions Apify as a key data layer for agentic workflows, potentially accelerating adoption of web-connected AI systems.

Sources

Primary source · Apify · 2026-09-30 — Give your LangGraph agent real-time web data with Apify

Watch next

Will other agent frameworks like CrewAI or AutoGPT adopt similar integrations with Apify or competing data platforms?

Topics: Apify, LangGraph, langgraph, apify, web-scraping, mcp-server, ai-agents, real-time-data