The Biel.ai MCP server connects the IDE to product documentation and enables AI tools to access and search the company's knowledge base through RAG technology, providing intelligent code completion and technical Q&A.

zio-ella is a development framework for MCP servers on modern AI platforms based on Scala 3 and the ZIO framework, supporting the definition of tools and capabilities and integrating the ZIO technology stack.

An MCP server based on the OpenAI API knowledge base, built with TypeScript, supporting RAG technology, capable of answering technical questions and compatible with multiple client tools.

This is a list containing a large number of open - source AI projects, covering multiple fields from natural language processing, image generation to automated workflows. These projects aim to help developers build various applications using AI technology, including chatbots, code - generation tools, data - processing systems, etc.

This project uses the MCP protocol and AI technology to build automated network security tools, covering multiple fields such as red - team attack simulation, SOC analysis, malware development, and threat hunting, to achieve the intelligence and automation of security tasks.

The Smart MCP Server is an intelligent middleware server that dynamically manages tool selection and execution through context awareness technology. It integrates a variety of AI and development tools, supporting complex workflow orchestration and document automation processing.

Awesome MCP ZH is a curated MCP (Multi-Channel Platform) resource library that provides guides, tools, and server information, supporting multi-channel communication technology from beginner to advanced levels.

Data On Tap Inc. is a Full MVNO operating the 302 100 network in Canada. This project includes innovative features such as advanced security authentication, intelligent network tools, eSIM/iSIM technology, and direct satellite connection, and is built based on OpenAPI 3.1 and the MCP server.