A demonstration of an MCP-powered Agentic RAG system shows how to use an MCP-driven workflow for searching a vector database and falling back to web search when necessary. The system employs tools such as Qdrant for the vector database, Bright Data for web scraping, and Cursor as the MCP client. The post includes a detailed guide on setting up the MCP server, integrates it with Cursor, and addresses common challenges like IP blocks and bots using Bright Data.
Table of contents
#1) Launch an MCP server#2) Vector DB MCP tool#3) Web search MCP tool#4) Integrate MCP server with CursorSort: