Engram AI Memory Engine

Example Use Cases

• 1

  A persistent, high-performance knowledge graph with semantic search and reasoning.

• 2

  Integration with AI tools via MCP for knowledge storage, querying, and inference.

• 3

  A self-contained, single-file knowledge base with confidence lifecycle and peer-to-peer syncing.

Description

Engram is a single binary knowledge graph engine that integrates graph storage, semantic search, logical reasoning, and continuous learning into one persistent memory file. It supports hybrid search methods, inference engines, peer-to-peer knowledge mesh syncing, and multiple APIs including MCP for AI tool integration. The server enables agents to store, query, and reason over knowledge efficiently with built-in confidence lifecycle management and a web UI for visualization.