This is a demonstration project of a hybrid retrieval augmented generation (RAG) search system based on MariaDB Cloud. It integrates MariaDB vector search and Brave Search web search enhancement implemented through the FastMCP server, uses the 20 Newsgroups dataset as an example, and provides a plug-and-play hybrid search architecture.

Agent Farm v3.4 is a system based on AI agent evolution and parallel task execution, which realizes task processing through tool - enhanced agents. The new version introduces the chunked write mode, supports the parallel generation of large documents and code files, improves performance by 8.6 times, and uses local models for result synthesis without relying on cloud tokens.

Inferventis is a production - level MCP server that provides 20 financial tools, supports real - time stocks, cryptocurrencies, foreign exchange, open banking, Stripe payments, and news reading. It can be connected with zero installation via the Streamable HTTP protocol and runs on Google Cloud Run.

This project is a fixed version of the booking system, built on Cloudflare Workers, integrating Google Calendar and the MCP server. It solves key problems in the original system, including booking completion, confirmation email sending, calendar integration, etc., and adds new features such as real - time availability checks.

Quanmiao News Broadcast MCP Server is a news aggregation service based on Alibaba Cloud Bailian API, focusing on real-time acquisition of hot news and information.