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RAG & Knowledge Bases

800 results — 125 downloadable workflow files, 675 source-linked n8n references

googledrive
free

RAG Powered Document Chat with Google Drive, OpenAI, and Pinecone Assistant

On new Google Drive files or chat messages, indexes documents into Pinecone and answers questions using an OpenAI RAG agent.

by Pinecone
supabase
free

AI Contact Enrichment

On an incoming webhook, enriches contact data through an external API and stores the results in Supabase.

by Shelly-Ann Davy
jira
free

Jira Knowledge Sync Minimal (Summary → Comment & Assignee)

On a schedule, summarizes Jira issues using OpenAI with Pinecone retrieval, then posts a comment and updates the issue assignee.

by yusan25c
googledrivesupabasepostgres
free

Index Google Drive Files into a Supabase Vector Store with OpenAI Embeddings

On a new Google Drive file, extracts and chunks its text, embeds it with OpenAI, and indexes it into a Supabase/Postgres vector store.

by Allan Vaccarizi
googledrivetelegram
free

PDF RAG Agent with Telegram Chat & Auto Ingestion from Google Drive

On a Telegram chat, answers questions over PDFs auto-ingested from Google Drive into a PGVector store using an AI RAG agent.

by Meelioo
free

Build an Intelligent Q&a BOT with Lookio Knowledge Base and GPT

On a chat message, answers questions with an OpenAI agent that queries a Lookio knowledge base via HTTP, retaining conversation memory.

by Guillaume Duvernay
free

Create Fact Based Articles from Knowledge Sources with Lookio and OpenAI GPT

On form submission, retrieves facts from a Lookio knowledge base via HTTP and generates a structured, fact-based article with OpenAI.

by Guillaume Duvernay
gmailtelegram
free

🛃 Inbox Manager

On a new Gmail email, classifies and processes it using OpenAI/OpenRouter and a Pinecone vector store, drafts replies, and notifies via Telegram.

by Zawanah
free

[eBay] Negotiation API MCP Server

Exposes the eBay Negotiation API as MCP server tools, routing each agent request to its HTTP endpoint.

by David Ashby
free

[eBay] Seller Service Metrics API MCP Server

Exposes the eBay Seller Service Metrics API as MCP server tools, forwarding each agent call to its HTTP endpoint.

by David Ashby
free

[eBay] Catalog API MCP Server

Exposes the eBay Catalog API as MCP server tools, routing each agent request to its HTTP endpoint.

by David Ashby
free

api.clarify.io MCP Server

Exposes the api.clarify.io API as MCP server tools, mapping each agent call to its HTTP endpoint.

by David Ashby
free

Search Services MCP Server

Exposes search service endpoints as MCP server tools, routing each agent request to the corresponding HTTP API.

by David Ashby
free

Bulk WHOIS API MCP Server

Exposes Bulk WHOIS API endpoints as MCP server tools, forwarding each agent request to its HTTP call.

by David Ashby
free

Storyblok Tool MCP Server

Exposes Storyblok CMS operations as an MCP server for AI agents to call.

by David Ashby
free

AWS Transcribe Tool MCP Server

Exposes AWS Transcribe operations as an MCP server for AI agents to transcribe audio.

by David Ashby
free

DeepL Tool MCP Server

Exposes the DeepL translation tool as an MCP server for AI agents to call.

by David Ashby
free

Hacker News Tool MCP Server

Exposes Hacker News operations as an MCP server for AI agents to fetch stories.

by David Ashby
free

Check Email Via AI Agent with Mailcheck Tool MCP Server

Exposes the Mailcheck email-verification tool as an MCP server for AI agents to call.

by David Ashby
free

🛠️ Microsoft OneDrive tool MCP server 💪 all 14 operations

Exposes all 14 Microsoft OneDrive operations as an MCP server for AI agents to call.

by David Ashby
free

Get stats, shorten URLs 🛠️ Yourls Tool MCP Server 💪 all 3 operations

On MCP server requests, exposes YOURLS operations to shorten URLs and fetch link stats for AI agents.

by David Ashby
free

Close tickets faster 🛠️ Zammad tool MCP server 💪 all 20 operations

On MCP server requests, exposes SerpApi search operations as callable tools for AI agents.

by David Ashby
free

Complete Zendesk API Integration with MCP Server for AI Agents

On MCP server requests, exposes the full Zendesk API as tools for AI agents to manage tickets and users.

by David Ashby
free

Expose Zoom meeting operations to AI agents via MCP server

On MCP server requests, exposes Zoom meeting operations as callable tools for AI agents.

by David Ashby