Kip

Kip is an MCP (Model Context Protocol) server that provides AI assistants and agents with access to a persistent, evolvable knowledge graph, acting as long-term memory across interactions. It exposes a graph-based interface for structured knowledge storage, retrieval, and manipulation, with specialized instruction sets (KQL, KML, META) to enable neuro-symbolic reasoning, traceable memory, and explainable outputs for LLMs. Kip integrates with any MCP-compatible client (such as Claude, Cursor, or Windsurf) and provides both tools (like execute_kip) and resources (documentation, system prompts) for use in cognitive memory workflows, knowledge management, and agent enablement.