{"product_id":"slack-research-assistant-n8n-workflow-openai-apify-mcp","title":"Slack Research Assistant n8n Workflow: OpenAI + Apify MCP","description":"\u003ch3\u003eGet fast, source-linked answers in Slack when someone asks a question\u003c\/h3\u003e\n\u003cp\u003eThis \u003cstrong\u003eSlack Research Assistant n8n workflow\u003c\/strong\u003e listens for \u003cstrong\u003eSlack @mentions\u003c\/strong\u003e, runs an \u003cstrong\u003eOpenAI-powered research agent\u003c\/strong\u003e with \u003cstrong\u003eApify web research tools (via MCP)\u003c\/strong\u003e, and posts a concise, \u003cstrong\u003eURL-backed answer\u003c\/strong\u003e directly back in the \u003cstrong\u003esame Slack thread\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTriggers on mentions:\u003c\/strong\u003e When the Slack app is mentioned in a channel your bot has joined, the workflow starts (Slack \u003cem\u003eapp_mention\u003c\/em\u003e events).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eExtracts the question:\u003c\/strong\u003e It cleans the mention text to isolate the research question the user asked.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePlans and keeps context:\u003c\/strong\u003e An \u003cstrong\u003eOpenAI chat model\u003c\/strong\u003e with \u003cstrong\u003ethread-based memory\u003c\/strong\u003e helps the agent plan research and handle follow-up questions in context.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCollects live web sources:\u003c\/strong\u003e It calls \u003cstrong\u003eApify MCP tools\u003c\/strong\u003e to gather information, including actors such as the \u003cstrong\u003eRAG Web Browser\u003c\/strong\u003e and \u003cstrong\u003eGoogle Search Results Scraper\u003c\/strong\u003e (plus other Apify Store Actors as configured).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSynthesizes and formats:\u003c\/strong\u003e It produces a Slack-formatted response with \u003cstrong\u003esupporting URLs\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReplies in-thread:\u003c\/strong\u003e The answer is posted back as a \u003cstrong\u003ereply in the original message thread\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAnswering “What are the latest best practices for X?” with fresh web sources.\u003c\/li\u003e\n  \u003cli\u003eSupporting SaaS operators with research for product decisions, competitor comparisons, or market questions.\u003c\/li\u003e\n  \u003cli\u003eHelping teams move faster during incident reviews by summarizing verified information found online.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSlack Trigger + reply:\u003c\/strong\u003e Requires Slack scopes \u003ccode\u003eapp_mentions:read\u003c\/code\u003e and \u003ccode\u003echat:write\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenAI agent:\u003c\/strong\u003e Uses n8n nodes \u003ccode\u003en8nn8n-nodes-langchainagent\u003c\/code\u003e and \u003ccode\u003en8nn8n-nodes-langchainlm chat open ai\u003c\/code\u003e with thread-based memory.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eApify via MCP:\u003c\/strong\u003e Uses \u003ccode\u003en8nn8n-nodes-langchainmcp client tool\u003c\/code\u003e with an Apify API token (HTTP Bearer credential) attached to the MCP tools endpoint.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup essentials:\u003c\/strong\u003e Provide Slack Bot Token, OpenAI API key, and Apify token; register Event Subscriptions for \u003ccode\u003eapp_mention\u003c\/code\u003e; paste the system message context for accurate “us\/our” answers.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45978927071411,"sku":"N8N-19329","price":12.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/9QbaD85DMa_scY0Dx_Uq2_x5IsZNCX.png?v=1788859437","url":"https:\/\/buyflowscripts.com\/products\/slack-research-assistant-n8n-workflow-openai-apify-mcp","provider":"N8N Commerce","version":"1.0","type":"link"}