Mnemograph

Mnemograph is a persistent, event-sourced knowledge graph purpose-built for AI coding agents. Unlike basic key-value memory, it allows agents to store and retrieve entities, relationships, and observations, enabling semantic search, flexible memory scoping (local, global, or custom), and git-style version control. Mnemograph supports advanced context retrieval, multi-agent collaboration, graph visualization, and integration with multiple popular AI coding tools through the Model Context Protocol (MCP). This makes it ideal for developers building, orchestrating, or running AI coding agents that require reliable, shareable, and actionable memory across sessions and projects.