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AI RAG Workflows

What are AI RAG n8n workflows?

AI RAG n8n workflows are reusable automation templates for ai rag use cases. This category includes workflows that connect apps, transform data, trigger notifications, sync records, and reduce repetitive manual work. Each listing includes workflow metadata, author attribution, complexity level, relevant categories, source links when available, and a downloadable JSON file for inspection before import. Use this page to compare templates, identify the tools involved, and choose a workflow that fits your workspace before testing it safely in n8n.

738 workflows found
Workflow preview: Get, create, upadte profiles 🛠️ Humantic AI tool MCP server
Free intermediate

Get, create, upadte profiles 🛠️ Humantic AI tool MCP server

Complete MCP server exposing all Humantic AI Tool operations to AI agents. Zero configuration needed all 3 operations...

D
David Ashby
Engineering
24 Jun 2025
110
0
Workflow preview: 🛠️ Iterable tool MCP server 💪 all 6 operations
Free intermediate

🛠️ Iterable tool MCP server 💪 all 6 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
Social Media
24 Jun 2025
163
0
Workflow preview: Expose file, form, & hook operations to AI agents - KoBoToolbox tool MCP server
Free advanced

Expose file, form, & hook operations to AI agents - KoBoToolbox tool MCP server

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

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David Ashby
Engineering
24 Jun 2025
111
0
Workflow preview: AI agents can create, enrich leads with this Lemlist tool MCP server
Free advanced

AI agents can create, enrich leads with this Lemlist tool MCP server

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

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David Ashby
Lead Generation
24 Jun 2025
148
0
Workflow preview: Give AI agents power to get, create, update issues with Linear tool MCP server 💪
Free intermediate

Give AI agents power to get, create, update issues with Linear tool MCP server 💪

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

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David Ashby
Project Management
24 Jun 2025
112
0
Workflow preview: Give AI agents power to create lists, items with LoneScale tool MCP Server
Free intermediate

Give AI agents power to create lists, items with LoneScale tool MCP Server

Complete MCP server exposing all LoneScale Tool operations to AI agents. Zero configuration needed all 2 operations p...

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David Ashby
Lead Generation
24 Jun 2025
135
0
Workflow preview: Check email via AI agent with Mailcheck Tool MCP Server
Free beginner

Check email via AI agent with Mailcheck Tool MCP Server

Complete MCP server exposing all Mailcheck Tool operations to AI agents. Zero configuration needed 1 operations pre b...

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David Ashby
Engineering
24 Jun 2025
306
0
Workflow preview: Send messages from AI agents with Mandrill tool MCP Server
Free intermediate

Send messages from AI agents with Mandrill tool MCP Server

Complete MCP server exposing all Mandrill Tool operations to AI agents. Zero configuration needed all 2 operations pr...

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David Ashby
Social Media
24 Jun 2025
290
0
Workflow preview: 🛠️ Matrix tool MCP server 💪 all 11 operations
Free advanced

🛠️ Matrix tool MCP server 💪 all 11 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
Engineering
24 Jun 2025
126
0
Workflow preview: 🛠️ Mautic tool MCP server 💪 all 20 operations
Free advanced

🛠️ Mautic tool MCP server 💪 all 20 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
Social Media
24 Jun 2025
113
0
Workflow preview: 🛠️ Metabase tool MCP server 💪 all 10 operations
Free advanced

🛠️ Metabase tool MCP server 💪 all 10 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
Engineering
24 Jun 2025
219
0
Workflow preview: 🛠️ Microsoft Entra ID tool MCP server 💪 all 12 operations
Free advanced

🛠️ Microsoft Entra ID tool MCP server 💪 all 12 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
SecOps
24 Jun 2025
169
0
Workflow preview: 🛠️ Microsoft Graph Security Tool MCP server 💪 all 5 operations
Free intermediate

🛠️ Microsoft Graph Security Tool MCP server 💪 all 5 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
SecOps
24 Jun 2025
152
0
Workflow preview: 🛠️ Microsoft OneDrive tool MCP server 💪 all 14 operations
Free advanced

🛠️ Microsoft OneDrive tool MCP server 💪 all 14 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

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David Ashby
File Management
24 Jun 2025
345
0
Workflow preview: 🛠️ Microsoft To Do tool MCP server 💪 all 15 operations
Free advanced

🛠️ Microsoft To Do tool MCP server 💪 all 15 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

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David Ashby
Personal Productivity
24 Jun 2025
120
0
Workflow preview: Automate customer support with Gmail, Google Sheets, ERP data & GPT-4o AI
Free advanced

Automate customer support with Gmail, Google Sheets, ERP data & GPT-4o AI

AI Customer Support Assistant Cloud Version What this workflow does: This AI powered customer support automation proc...

A
AOE Agent Lab
Ticket Management
23 Jun 2025
4788
0
Workflow preview: Local chatbot with retrieval augmented generation (RAG)
Free intermediate

Local chatbot with retrieval augmented generation (RAG)

Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions...

T
Thomas Janssen
Internal Wiki
23 Jun 2025
94542
0
Workflow preview: AI-powered email replies with spam filtering & FAQ lookup using GPT-4o mini & Pinecone
Free intermediate

AI-powered email replies with spam filtering & FAQ lookup using GPT-4o mini & Pinecone

This n8n workflow automates the handling of incoming emails. It detects and filters out spam, searches a knowledge ba...

M
Matteo
Ticket Management
23 Jun 2025
1633
0
Workflow preview: Build and update RAG system with Google Drive, Qdrant, and Gemini Chat
Free advanced

Build and update RAG system with Google Drive, Qdrant, and Gemini Chat

This workflow automates the creation and management of a Retrieval Augmented Generation (RAG) system using Qdrant as...

Davide Boizza
Davide Boizza
Internal Wiki
23 Jun 2025
6935
0
Workflow preview: AI-powered accounting reports from Sabre EDI with GPT-4 and Pinecone RAG
Free advanced

AI-powered accounting reports from Sabre EDI with GPT-4 and Pinecone RAG

This workflow automates the process of reading EDI files generated by Sabre, parsing them using an AI Agent, and prod...

M
Mohan Gopal
Document Extraction
22 Jun 2025
2070
0
Workflow preview: 🛠️ Mocean tool MCP server 💪 both operations
Free intermediate

🛠️ Mocean tool MCP server 💪 both operations

Complete MCP server exposing all Mocean Tool operations to AI agents. Zero configuration needed all 2 operations pre...

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David Ashby
Lead Nurturing
22 Jun 2025
108
0
Workflow preview: 🛠️ Monica CRM tool MCP server 💪 all 52 operations
Free advanced

🛠️ Monica CRM tool MCP server 💪 all 52 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
CRM
22 Jun 2025
110
0
Workflow preview: 🛠️ Netlify tool MCP server 💪 all 7 operations
Free intermediate

🛠️ Netlify tool MCP server 💪 all 7 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creato...

D
David Ashby
DevOps
22 Jun 2025
118
0
Workflow preview: 🛠️ Oura tool MCP server 💪 all 4 operations
Free intermediate

🛠️ Oura tool MCP server 💪 all 4 operations

Complete MCP server exposing all Oura Tool operations to AI agents. Zero configuration needed all 4 operations pre bu...

D
David Ashby
Engineering
22 Jun 2025
158
0