Enterprise DNAEnterprise DNA
MMCP ServersMemorylow

HBarefoot/engram

by Various

🧠 Persistent memory for AI agents. SQLite for agent state. Zero cloud dependencies. Local embeddings. MCP-native integration with Claude Desktop/Code, Cursor, Windsurf & more.

Visit siteSubmit your build →

MCP

HBarefoot/engram

Added 4 July 2026

#ai-agents#ai-memory#claude#developer-tools#embeddings#javascript#local-first#mcp
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

Overview

Engram is a local memory system for AI agents. It uses SQLite to store agent state and embeddings, eliminating cloud dependencies. It integrates via MCP with tools like Claude Desktop, Cursor, and Windsurf.

Best for

Best for
Developers building local AI agents that need persistent memory without cloud services.

Use cases

  • Store conversation history locally for AI agents
  • Enable agents to recall context across sessions
  • Run memory persistence without external APIs

How to use

Install

npm install -g @hbarefoot/engram

Tools exposed

  • engram_remember
  • engram_recall
  • engram_forget
  • engram_feedback
  • engram_context
  • engram_status

Clients listed in this record (not verified here)

Claude Desktop, Claude Code, Cursor, Windsurf, Cline, ChatGPT

Notes

4 stars on GitHub. Last updated 2026-07-01. Licensed MIT.

Pros

  • No cloud dependencies, fully local
  • Simple SQLite-based storage
  • Works with multiple popular AI tools via MCP

Cons

  • Limited to local machine, not distributed
  • Embeddings are local, no cloud-scale retrieval
  • Small community (4 GitHub stars)
Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

No spam. Unsubscribe any time.

← Back to MCP ServersSubmit your own entry →