1. Conduid
  2. RAG
  3. Junto Memory
MCP server · RAG

Junto Memory

by · github.com/tlemmons/junto-memory

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.

Unclaimed agent-communicationagent-coordinationaiai-agentsai-memorychromadbclaude-codemcpmcp-servermodel-context-protocolmongodb
InstallView source
34Low

Scored a month ago · breakdown

About Junto Memory

Junto Memory is an MCP server published by tlemmons in the RAG category: 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.

The repository has 5 stars and 2 forks, with the last commit 8 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/tlemmons/junto-memory

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (2)

memory_end_sessionRecord a summary, files modified, and handoff notes. Releases all locks. Call this when done.

Parameters not published.

memory_start_sessionRegister a session and receive context: recent learnings, active agents, file locks, pending signals. Call this first.

Parameters not published.

Ask AI

✦

Ask AI about Junto Memory

Powered by Claude · Grounded in docs

I know everything about Junto Memory. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

6 checks have not been run yet.

Questions

About Junto Memory

How do I install Junto Memory?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Junto Memory safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Junto Memory still maintained?

Yes — the last commit was 8 days ago. The repository has 5 stars and 2 forks.