OmniCoreAgent is an AI agent framework that provides pluggable memory backends (Redis, MongoDB, etc.), automatic context management for long conversations, and a tool registry for defining custom capabilities. The server solves the problem of deploying production-ready AI agents by enabling runtime memory store switching without restarts, automatic prompt injection blocking through guardrails, and simplified agent configuration with built-in context handling.
claude mcp add --transport stdio omnirexflora-labs-omnicoreagent uvx omnicoreagent