# Knowledge base

A simple MCP client-server project implemented in Python, supporting direct tool invocation and LLM interaction based on OpenAI.

An Outline API server tool based on the Model Context Protocol (MCP), supporting AI agents to programmatically manage entities such as documents and collections in the Outline knowledge base platform.

MCP is an open-source protocol for standardizing LLM interactions, providing a unified framework for connecting data sources, obtaining context, using tools, and executing standard prompts. Project examples demonstrate how to build MCP servers and clients to implement knowledge base chatbot functionality.

This project is a personal and public knowledge base about the Model Context Protocol (MCP), aiming to explain and explore the working principles, interaction processes, and tool call mechanisms of MCP, including example code, concept analysis, and reference materials.

This is an MCP server project based on Zendesk, which provides functions such as ticket management, community management, and knowledge base access, and supports deep integration with the Zendesk platform.

Obsidian MCP Server is a server based on the MCP protocol that allows AI assistants to interact with the Obsidian note library, providing functions such as note reading and writing, and tag management.

An MCP server integrated with Zendesk, providing ticket management, comment analysis, and knowledge base access functions

The MCP protocol standardizes the interaction between applications and LLMs, and realizes unified management of tool invocation, resource access, and prompt templates through a modular architecture (server, client, host). This project demonstrates how to build an MCP server and client that support knowledge base queries, context selection, and analysis processes.

List of Tablestore MCP server implementations, including Java and Python getting - started examples and a knowledge base Q&A system based on the MCP architecture, providing AI technical support.

This is a knowledge base management tool based on the MCP server, which provides a list of knowledge base content and retrieval functions, and supports semantic search and automatic index updates.

The MCP server is used to access the MITRE ATTACK knowledge base