mindsdb: MindsDB is an open-source server that empowers AI, agents, and applications to obtain accurate answers from diverse, large-scale data sources. It features a robust architecture to connect and unify data from databases, data warehouses, and SaaS applications, and then respond to queries using built-in AI agents and its Model Context Protocol (MCP).; arkon: Arkon is a self-hosted, enterprise-grade knowledge management layer that bridges organizational data and AI clients as a centralized MCP Server. It compiles SOPs, policies, and internal docs into a structured, traceable knowledge wiki, serving it to Claude and other LLMs through a permission-scoped endpoint. It provides fine-grained RBAC, workspace isolation, and a wiki browser with knowledge graph.
Enabling AI-powered question-answering over diverse, large-scale enterprise data.
Enterprise knowledge management