# Apify shows how to build an AI research assistant in Slack using its MCP server and n8n

> Apify published a tutorial on integrating its MCP server with n8n to create a Slack-based AI research analyst that answers team questions with live web data.

- Canonical: https://extractfeed.io/story/apify-shows-how-to-build-an-ai-research-assistant-in-slack-u-0e0779f/
- JSON: https://extractfeed.io/api/v1/stories/apify-shows-how-to-build-an-ai-research-assistant-in-slack-u-0e0779f.json
- Beat: Agents & MCP · Evidence: Primary source · Type/significance: analysis/2 · First seen: 2026-09-07T19:14:11.881327+00:00 · Updated: 2026-09-07T19:14:11.881327+00:00 · Edition: 2026-09-07
- Framing: model-written (headline, standfirst, why it matters, tags); source facts deterministic

## Briefing
- Apify: Apify published a tutorial on integrating its MCP server with n8n to create a Slack-based AI research analyst that answers team questions with live web data.

## Why it matters
This tutorial demonstrates a practical use case for Apify's MCP server, making it easier for teams to embed web scraping and data extraction into everyday chat workflows. By lowering the barrier to building custom AI assistants, Apify positions its tooling as a key enabler for internal knowledge retrieval and real-time research without leaving Slack.

## Sources
- Primary source · Apify · 2026-08-25 — [Turn Slack into your team's AI research analyst with Apify MCP](https://blog.apify.com/build-an-ai-research-assistant-in-slack/)

## Watch next
Will Apify's MCP server see broader adoption beyond tutorials into production deployments?

Topics: Apify, n8n, Slack, mcp-server, slack, n8n, ai-assistant, web-data

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