An MCP server that adds persistent memory and session intelligence to Claude, automatically tracking decisions, mistakes, and context while detecting loops and optimizing token usage through local processing.
Claude Engram is an MCP (Model Context Protocol) server that extends Claude's capabilities with persistent memory and intelligent session management. It automatically tracks mistakes, decisions, and contextual information across sessions, mining session history for patterns and enabling cross-session search functionality. The tool includes advanced features like loop detection, pre-edit warnings, and context compaction survival.
This tool runs as a local MCP server and can be integrated with Claude Code. Installation involves cloning the repository from GitHub, installing Python dependencies, and configuring it as an MCP server in your Claude environment. It supports local execution with Ollama for completely private, on-device processing without relying on external APIs.
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