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  3. Juno Memory Assistant
MCP server · RAG

Juno Memory Assistant

by · github.com/sakshinair27/juno-memory-assistant

Voice + chat assistant with long-term memory built from scratch: LLM fact extraction, pgvector, conflict resolution (90% held-out accuracy vs 0% baseline), relevance-filtered RAG, a memory-poisoning screen, and Langfuse tracing. LangGraph, FastAPI, React/TS, MCP

Unclaimed ai-securityfastapilangchainlangfuselanggraphllmllm-observabilitylong-term-memorymcppgvectorprompt-injectionragreacttypescriptvoice-assistant
InstallView source
25Low

Scored 23 hours ago · breakdown

About Juno Memory Assistant

Juno Memory Assistant is an MCP server published by sakshinair27 in the RAG category: voice + chat assistant with long-term memory built from scratch: LLM fact extraction, pgvector, conflict resolution (90% held-out accuracy vs 0% baseline), relevance-filtered RAG, a memory-poisoning screen, and Langfuse tracing. LangGraph, FastAPI, React/TS, MCP.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/sakshinair27/juno-memory-assistant

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.

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Questions

About Juno Memory Assistant

How do I install Juno Memory Assistant?

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

Is Juno Memory Assistant safe to use with an AI agent?

Its trust score is 25 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 Juno Memory Assistant still maintained?

Yes — the last commit was 25 days ago. The repository has 0 stars and 0 forks.