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FlowHubFluxonLab

RAG & Knowledge Bases

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

googledrivesheets
free

Generate LinkedIn Posts from Books Using OpenAI, Langchain & Pinecone Vector Search

On a new Google Drive book file, indexes it in Pinecone and an OpenAI agent drafts and publishes LinkedIn posts.

by Mohamed Abdelwahab
free

n8n Demo WAMM Assistent Pinecode

On a webhook message, a Gemini agent answers using OpenAI embeddings and a Pinecone vector store for retrieval.

by Adrian
free

Generate Research Ideas from PDF Documents based on Content Gaps

On a form submission, extracts text from uploaded PDFs and returns research ideas based on identified content gaps.

by InfraNodus
supabase
free

Two Stage Document Retrieval Chatbot with OpenAI and Supabase Vector Search

On a chat message, performs two-stage retrieval over a Supabase vector store and answers with OpenAI.

by Mark Shcherbakov
googledrivesheets
free

AI Chatbot for Lead Capture and Business Q&A

On Google Drive updates, indexes documents into Pinecone and answers chat questions with an OpenAI agent, logging captured leads to Google Sheets.

by Belgacem Dhiflaoui
free

AI Powered SEO Blog Writer

On manual trigger, researches sources via Scrapeless and Pinecone, then writes an SEO-optimized blog post with Google Gemini.

by scrapeless official
free

Personalized Tour Package Recommendations using AI, Web UI Using Lovable and n8n

On a webhook request, an OpenAI agent searches a Pinecone vector store and returns personalized tour package recommendations.

by Mohan Gopal
googledrivesheets
free

New CTO And Updating 1

On a new Google Drive file, embeds it into Pinecone with Azure OpenAI, runs an AI agent, logs results to Google Sheets, and notifies Slack.

by Rahul Joshi
telegram
free

Grok-4 Customer Support Agent [RAG]

On a Telegram message, a Grok-4 agent answers using a Google Docs knowledge base and replies via Telegram.

by Automate With Marc
telegramgoogledrivepostgres
free

Multi Department Support BOT with Slash Commands, Pinecone & Telegram

On Telegram messages, an OpenRouter agent answers via Pinecone RAG built from Google Drive docs, routing slash commands with Postgres memory.

by moosa
sheetsgmail
free

Grok-4 Stock Investment Analyst

On a schedule, a Grok-4 agent researches stocks via Perplexity, logs analysis to Google Sheets, and emails the report through Gmail.

by Automate With Marc
free

NPR Listening Service MCP Server

Exposes the NPR Listening Service API as MCP tools so AI agents fetch stations, recommendations, and audio content through HTTP requests.

by David Ashby
free

Swagger2OpenAPI Converter MCP Server

Serves a Swagger-to-OpenAPI converter as MCP tools, letting AI agents upgrade Swagger 2.0 specs to OpenAPI 3 via HTTP requests.

by David Ashby
free

Pinecone API MCP Server

Exposes the Pinecone vector database API as MCP tools, enabling AI agents to manage indexes and query vectors through HTTP requests.

by David Ashby
free

Starwars Translations API MCP Server

Serves the Star Wars translations API as MCP tools, letting AI agents convert text into Aurebesh and other fictional scripts via HTTP.

by David Ashby
free

U.S. EPA Enforcement and Compliance History Online (ECHO) - Resource Conservation and Recovery Act MCP Server

Exposes the U.S. EPA ECHO Resource Conservation and Recovery Act REST services as MCP tools for AI agents to query hazardous-waste compliance via HTTP.

by David Ashby
free

Advanced U.S. EPA Enforcement and Compliance History Online (ECHO) - Clean Water Act (CWA) Rest Services MCP Server

Serves the U.S. EPA ECHO Clean Water Act REST services as MCP tools so AI agents query facility enforcement and compliance data via HTTP.

by David Ashby
free

Lyft MCP Server

Exposes the Lyft API as MCP tools, enabling AI agents to fetch ride estimates, types, and availability through HTTP requests.

by David Ashby
free

Listen API: Podcast Search, Directory, and Insights API MCP Server

Serves the Listen Notes podcast search and directory API as MCP tools, letting AI agents query podcasts, episodes, and insights via HTTP.

by David Ashby
free

[eBay] Metadata API MCP Server

Exposes eBay Metadata API endpoints as MCP tools so AI agents retrieve category, policy, and marketplace metadata through HTTP requests.

by David Ashby
free

[eBay] Feed API MCP Server

Serves eBay Feed API endpoints as MCP tools, enabling AI agents to download and manage bulk listing feeds via HTTP.

by David Ashby
free

Api2Pdf - PDF Generation, Powered by AWS Lambda MCP Server

Exposes Api2Pdf PDF-generation operations as MCP server tools, letting AI agents create PDFs via AWS Lambda HTTP requests.

by David Ashby
free

Quick Base Tool MCP Server

Exposes Quick Base database operations as MCP server tools, letting AI agents query and update application records.

by David Ashby
free

Sendy Tool MCP Server

Exposes Sendy email-marketing operations as MCP server tools, letting AI agents manage subscribers, lists, and campaigns.

by David Ashby