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Engram Wiki

AI Memory Engine -- knowledge graph + semantic search + reasoning + learning in a single binary.

Quick Links

• Getting Started -- download, install, create your first brain
• Configuration -- LLM, embeddings, SearXNG, onboarding wizard
• HTTP API -- full REST API reference (230+ endpoints)
• MCP Server -- 24 MCP tools for Claude, Cursor, Windsurf
• Python Integration -- EngramClient, bulk import, LangChain, auth
• Architecture -- system design, layers, storage engine
• Integrations -- MCP, A2A, gRPC, SSE, webhooks, web search
• Use Cases -- 13 end-to-end walkthroughs
• FAQ -- common questions and troubleshooting

Two Modes

Engram works as both a headless backend (CLI + API) and an interactive playground (web UI). Both use the same binary and .brain file. See Getting Started for details.

Release

Current version: v1.1.0 (Changelog)

Download binaries: Releases