What is Engram — Persistent Memory System for AI Agents?

Agent-agnostic persistent memory system with SQLite full-text search. Ships as MCP server, HTTP API, CLI, and TUI. Gives any AI coding agent long-term memory across sessions. 2,300+ stars.

Is Engram — Persistent Memory System for AI Agents free to use?

Yes. Engram — Persistent Memory System for AI Agents is freely available on TokRepo. Check the Source & Thanks section on the asset page for the specific open-source license.

How do I install Engram — Persistent Memory System for AI Agents?

Visit the asset page on TokRepo and click "Copy for agent" to get the installation instructions. Most assets can be installed with a single command.

Engram — Persistent Memory System for AI Agents

Quick Use

Add the following to .mcp.json:

{
  "mcpServers": {
    "engram": {
      "command": "engram",
      "args": ["mcp"]
    }
  }
}

Install: go install github.com/Gentleman-Programming/engram@latest

Intro

Engram is an agent-agnostic persistent memory system with 2,300+ GitHub stars. A single Go binary backed by SQLite + FTS5 full-text search, exposing MCP server, HTTP API, CLI, and TUI interfaces. It gives long-term, cross-session memory to Claude Code, Cursor, Aider, or any other AI coding agent. Ideal for developers tired of re-explaining project context every time.

Source & Thanks

Created by Gentleman Programming. Licensed under MIT.

engram — ⭐ 2,300+

Engram — Persistent Memory System for AI Agents

Quick Use

Intro

Source & Thanks

来源与感谢

讨论