Show HN: Setoku – Self-hosted knowledge server for AI agents (setoku.com)

Setoku has introduced a self-hosted MCP (Memory Context Processor) knowledge server that enhances AI capabilities by allowing it to query and understand company-specific data without incurring extra inference costs. This tool is designed to create a read-only layer for AI systems like Claude, enabling them to gather contextual knowledge about the data they interact with. As a result, AI agents can construct meaningful dashboards and applications while preserving data integrity by requiring human oversight for any proposed changes. The significance of Setoku lies in its open-source nature and focus on user control over data. By keeping knowledge accumulation on a private server rather than a third-party cloud, it mitigates risks of lock-in with external providers who control data understanding. With features like a mirrored database access and a simple setup process via Claude Code skills, Setoku caters not just to tech teams but also to diverse fields like sports, academia, and HR, further democratizing access to advanced AI functionalities. Its architecture is designed for security and ease, reinforcing the importance of responsible AI deployment in business contexts.