Engrammic
Integrations

Codex

Add persistent memory to OpenAI's CLI agent

Codex is OpenAI's CLI agent for coding tasks. Engrammic gives it memory that persists across sessions.

Prerequisites

  • Codex installed and authenticated
  • Engrammic server running locally or cloud account

Installation

The fastest path:

curl -fsSL https://get.engrammic.ai/install.sh | sh
engrammic install

The installer detects Codex automatically and writes the MCP config to ~/.codex/config.toml.

Manual Configuration

If you prefer manual setup, add the MCP server to ~/.codex/config.toml:

Local server

[mcp_servers.engrammic]
url = "http://localhost:8000/mcp"

Cloud (Engrammic hosted)

[mcp_servers.engrammic]
url = "https://beta.engrammic.ai/mcp/"

Cloud requires authentication. Run engrammic-mcp login to configure credentials.

AGENTS.md Approach

Codex also reads AGENTS.md files for behavior configuration. You can add memory prompts directly to your project's AGENTS.md to make Codex proactive about memory.

See Harness Integration Guide for prompt snippets you can paste into AGENTS.md.

Verify

Start a new Codex session and ask:

What MCP tools do you have?

You should see Engrammic tools like remember, learn, recall, trace, and link.

Load the EAG Guide

The tools alone are passive. To make Codex proactive with memory, load the EAG guide:

Load the engrammic onboarding pattern

This teaches the agent when to recall and store automatically.

See EAG Guide for details.

Next Steps

Related Pages

Other pages in the docs that reference this one:

On this page