RAG & Knowledge Basesfree

Airtop Tool MCP Server

by David AshbyUpdated Aug 2026

1/5

STEPS · 20

Starts on a Mcp event

Exposes Airtop browser-automation and scraping operations to AI agents as callable tools through a Model Context Protocol server trigger.

Drive Document Chat Agent

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.

When files are added to Google Drive, indexes them into Milvus with Cohere embeddings so an OpenAI chat agent answers questions.

On a chat message or Google Drive upload, embeds files into Supabase and answers questions with an OpenAI RAG agent.