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mem0-aio MCP Server

JSONbored/mem0-aio

Score: 51.4 Rank #80 Database
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Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6-overlay to seamlessly bundle the pre-compiled Qdrant Vector Database, the Python FastAPI/MCP server, and the Next.js Dashboard UI into a single, click-and-play local AI memory layer. Built for homelabs, privacy, and true agentic AI memory retention.

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Overview

JSONbored/mem0-aio is a Dockerfile MCP server. Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6-overlay to seamlessly bundle the pre-compiled Qdrant Vector Database, the Python FastAPI/MCP server, and the Next.js Dashboard UI into a single, click-and-play local AI memory layer. Built for homelabs, privacy, and true agentic AI memory retention.

Ranked #80 out of 124 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Dockerfile No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

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From the README

# mem0-aio 🧠

The unofficial, fully-automated All-In-One (AIO) Unraid container for [Mem0 / OpenMemory](https://github.com/mem0ai/mem0).

Docker Hub / GHCR Image: `ghcr.io/jsonbored/mem0-aio`

## What is this?
Mem0 (OpenMemory) provides a Universal Memory Layer for AI Agents. It typically requires a multi-container Docker compose setup (UI, Python API, Qdrant Vector Database).

This AIO (All-In-One) repackages all 3 of those individual services into a single, unified Docker container using `s6-overlay`. This allows Unraid users to deploy the full OpenMemory stack with a single click, without setting up custom docker networks or managing external databases.

## Included Services
- Qdrant Vector Database (Internal: 6333)
- OpenMemory MCP Server / API (Internal: 8765)
- OpenMemory Next.js UI Dashboard (Internal: 3000)

Your memories are persisted safely to your Unraid Appdata folder.
Read full README on GitHub →

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