What is Omega Memory and how does it work?

Omega Memory is a persistent memory system for AI coding agents that stores and retrieves context locally without external services. It ranked #1 on the LongMemEval benchmark, meaning it effectively maintains long-term context for agent tasks.

Is Omega Memory local-first or cloud-based?

Omega Memory is local-first, meaning all data is stored and processed on your machine. This eliminates external dependencies and keeps your coding context private.

How do I install and run Omega Memory?

Install using `uvx omega-memory@0.9.3`. The server runs over stdio transport, making it easy to integrate with MCP-compatible tools and AI agents.

What makes Omega Memory better than alternatives?

Omega Memory achieved the #1 ranking on LongMemEval, a benchmark for evaluating long-term memory retention in AI systems. Its local-first design also avoids latency and privacy concerns of cloud-based solutions.

Can I use Omega Memory across multiple coding sessions?

Yes, that's the core purpose—Omega Memory persists across sessions so your AI agent can recall patterns, decisions, and context from previous work without re-explaining the project.

MCP ServerSTDIOOfficialv0.9.3

Omega Memory Core MCP Server

Store and retrieve persistent memory for AI coding agents with local-first architecture. Ranked #1 on LongMemEval benchmarks, enabling agents to maintain context across sessions without external dependencies.

io.github.omega-memory/core

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Hosted URL

Local install

Transport

STDIO

Auth

No auth required

What the Omega Memory Core MCP server does

How models use it and what it is built for.

Connect to Omega Memory Core

Local install — runs as a subprocess.

uvx omega-memory==0.9.3

Resources

Where to find authoritative docs and source for Omega Memory Core.

Source repository

Example prompts for Omega Memory Core

Paste any of these into Agent Studio after connecting Omega Memory Core.

Save this code pattern to memory for future reference across sessions
Retrieve all stored memories related to database schema design
What persistent context do I have from my previous coding tasks
Show me the memory storage schema and how to structure new entries

Omega Memory Core MCP server — FAQ

Common questions about connecting and running Omega Memory Core.

What is Omega Memory and how does it work?
Omega Memory is a persistent memory system for AI coding agents that stores and retrieves context locally without external services. It ranked #1 on the LongMemEval benchmark, meaning it effectively maintains long-term context for agent tasks.
Is Omega Memory local-first or cloud-based?
Omega Memory is local-first, meaning all data is stored and processed on your machine. This eliminates external dependencies and keeps your coding context private.
How do I install and run Omega Memory?
Install using `uvx omega-memory@0.9.3`. The server runs over stdio transport, making it easy to integrate with MCP-compatible tools and AI agents.
What makes Omega Memory better than alternatives?
Omega Memory achieved the #1 ranking on LongMemEval, a benchmark for evaluating long-term memory retention in AI systems. Its local-first design also avoids latency and privacy concerns of cloud-based solutions.
Can I use Omega Memory across multiple coding sessions?
Yes, that's the core purpose—Omega Memory persists across sessions so your AI agent can recall patterns, decisions, and context from previous work without re-explaining the project.

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