# Knowledge Base

A template repository containing a development container for running a local LLM and knowledge base, supporting the addition of git repositories via git subtree or git submodule and updates through the MCP client/server relationship (e.g., VS Code extensions and the Obsidian - MCP server).

AWS Knowledge Base Retrieval MCP Server

The BrianKnows MCP server is a protocol service that connects Claude to the blockchain knowledge base, providing functions such as API status detection, blockchain information search, and intelligent agent dialogue.

The Feishu Docs MCP Server supports accessing Feishu knowledge bases and cloud documents through the MCP protocol and can be integrated into AI applications.

A Node.js-based Cardano blockchain integration service that provides tool registration, knowledge base management, and context processing functions.

An MCP Memory Server designed for Claude Desktop, providing structured memory management across chat sessions, focusing on project work.

This project is a RAG (Retrieval Augmented Generation) service based on the AWS serverless architecture. It uses Lambda, OpenSearch Serverless, and S3 for document storage and retrieval, provides an MCP protocol interface through API Gateway, and integrates OpenAI for embedding and generation.

The project aims to connect RAG applications to open-webui through the MCP protocol to achieve model context interaction, including basic PoC verification, knowledge base integration, and client docking.

This project implements an MCP server as a bridge between AI assistants and the Outline document service, providing functions such as document search, management, creation, and editing.

An MCP server project that provides a structured knowledge base of cryptocurrency whitepapers, enabling AI agents to search, load, query, and analyze whitepaper content, and can be integrated with Claude Desktop for use.

The Yuque MCP Server is an integration tool based on the Model-Context-Protocol, providing the ability to interact with the Yuque API and supporting functions such as document management, knowledge base operation, and team data analysis.

An open - source MCP document management server that provides document crawling, indexing, and search functions

The Zendesk MCP Server provides deep integration with Zendesk, including ticket management, knowledge base access, and intelligent response functions.

This project demonstrates how to integrate the OpenAI API with the MCP protocol. Through the knowledge base tools provided by the MCP server, OpenAI can dynamically call backend tools to answer user queries.