junto-memory

tlemmons/junto-memory
★ 2 stars Python 🤖 AI/LLM Updated 7d ago
Persistent shared memory and coordination MCP server for multi-agent AI workflows. The memory component of the Junto system. MongoDB + ChromaDB. Production-tested with 6+ agents over 500+ sessions.
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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "junto-memory": {
      "command": "uvx",
      "args": [
        "junto-memory"
      ]
    }
  }
}

Or install with pip: pip install junto-memory

README Excerpt

> The **memory** component of the **[Junto](https://github.com/tlemmons/junto-stack)** multi-agent coordination system. For a working stack with docker-compose + adopter walkthrough, start at [`junto-stack`](https://github.com/tlemmons/junto-stack). **A shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol (MCP).**

Tools (20)

ANTHROPIC_API_KEYCHROMA_HOSTCHROMA_PORTLIBRARIAN_PROJECT_ROOTSMCP_AUTH_ENABLEDMONGO_DBMONGO_HOSTMONGO_PASSWORDMONGO_PORTMONGO_USERadminagentmemory_acknowledge_messagememory_add_backlog_itemmemory_adminmemory_archive_by_tagmemory_become_librarianmemory_change_statusmemory_checklistmemory_complete_backlog_item

Topics

agent-communicationagent-coordinationaiai-agentsai-memorychromadbclaude-codemcpmcp-servermodel-context-protocolmongodb