Ross ROSS = Recommend OSS · open-source software intelligence for agents

Mirix-AI/MIRIX

Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences. observed · 2026-08-28

github.com/Mirix-AI/MIRIX · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

72/100

  • Activity 98
  • Release rhythm 60
  • Longevity 36

Flags: prerelease_only

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 15.5
  • age_days: 509
  • days_rel: 251
  • days_push: 13
  • n_releases_24m: 5

Full methodology

Adoption not part of the score

3434 stars · 267 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

MIRIX is a self-hosted multi-agent personal assistant that captures on-screen activity and conversation to build structured long-term memory across six specialized memory types. It runs a Dockerized backend with a dashboard and API, and provides a Python client for interacting with the memory system.

Use cases

  • remember what I did on my computer last week
  • build a personal knowledge base from screen activity
  • add long-term memory to my LLM chatbot
  • self-host an AI assistant with episodic and semantic memory
  • search my past activity with full-text and vector search
  • give my agent a memory system with core and procedural memory

When to choose

  • you want a self-hosted personal assistant that learns from screen observation
  • you need a multi-agent memory architecture for LLM applications
  • you want local, privacy-controlled long-term memory storage
  • you want a Python client API to integrate memory into your own agents

When to avoid

  • you need a lightweight embedded memory library without a server
  • you cannot run Docker or a PostgreSQL-backed backend
  • you want a fully cloud-managed assistant with no setup
  • you need non-Python client SDKs

Facets

application · maturity active

agent-framework rag llm-inference search-engine machine-learning artificial-intelligence large-language-models developer-tools self-hosted self-hosted python cross-platform llm-memory memory-agents personal-assistant screen-tracking multi-agent llm-agents ai-agents docker web-server

3 sources

Member repositories

RepositoryRoleHealth v2
Mirix-AI/MIRIXmain72

For agents

markdown · JSON · MCP: product_card(name="Mirix-AI/MIRIX")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem