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Agent Cowork Memory

by rxthlessbeats
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Python
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Agent Cowork Memory (ACM)

Share task context and chats across coding agents.

GitHub Release License Agents supported Python MCP supported CLI supported

Install

Install uv, then run:

uvx --from "git+https://github.com/rxthlessbeats/agent-cowork-memory.git" acm setup

Restart Codex and Cursor. ACM is now available in every project. Claude Code requires manual MCP setup.

Related MCP server: meridian

Use

Open the same project in Codex and Cursor. To pick up a chat in the other agent, ask:

Use ACM to continue from Cursor.

Or, in Cursor:

Use ACM to continue from Codex.

For ongoing work, ask your agent to use ACM to track the task or remember a decision. You can ask it to search those notes later.

MCP tools

Tool

What it does

resume

Reads the other agent's recent chat and picks up the task.

attach

Starts or joins a shared task.

context

Reads the current task state and saved notes.

note_add

Saves a short-term or long-term note.

note_search

Finds notes from the project.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • Colab MCP

    H4RR1SON
    A
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat logs, terminal history, and session context with each other. Eliminates the need to re-explain context when switching between different AI coding tools.
    2
    MIT

  • meridian

    meridianmcp
    F
    license
    Not graded
    quality
    B
    maintenance
    Persistent memory and task coordination for AI coding agents. Tracks sprint items, logs tasks, manages session handoffs, and surfaces HITL requests so you stay in control across single or parallel Claude Code, Codex, Cursor, and Windsurf sessions.
    -