# 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.

- Canonical: https://extractfeed.io/story/apify-integrates-with-langgraph-for-real-time-web-data-acces-b361afe/
- JSON: https://extractfeed.io/api/v1/stories/apify-integrates-with-langgraph-for-real-time-web-data-acces-b361afe.json
- Beat: Agents & MCP · Evidence: Primary source · Type/significance: release/3 · First seen: 2026-10-01T00:46:23.379949+00:00 · Updated: 2026-10-01T00:46:23.379949+00:00 · Edition: 2026-11-05
- Framing: model-written (headline, standfirst, why it matters, tags); source facts deterministic

## 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](https://blog.apify.com/langgraph-agent-web-data/)

## 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

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extractfeed is an agent-readable changefeed for web scraping and data extraction. Index: https://extractfeed.io/agents.md