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

myshell-ai/AIlice

AIlice is a fully autonomous, general-purpose AI agent. observed · 2026-08-28

github.com/myshell-ai/AIlice · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

34/100

  • Activity 37
  • Release rhythm 8
  • Longevity 75
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: n/a
  • age_days: 1053
  • days_rel: n/a
  • days_push: 380
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1412 stars · 205 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AIlice is a fully autonomous, general-purpose AI agent built on open-source LLMs, designed as a JARVIS-like standalone assistant. It uses an Interactive Agents Call Tree (IACT) architecture to decompose complex tasks into dynamically constructed sub-agents, supporting coding, research, system management, and MCP tool integration.

Use cases

  • run a local jarvis-like ai assistant
  • automate thematic research and literature reviews with an llm agent
  • have an ai agent write and execute code
  • manage system administration tasks via conversational agent
  • connect an autonomous agent to mcp tools
  • run complex multi-step tasks with open-source llms locally

When to choose

  • you want a self-directed general-purpose agent rather than a simple chatbot
  • you prefer running open-source LLMs locally
  • you need task decomposition across dynamically spawned sub-agents
  • you want MCP tool integration in an agent

When to avoid

  • you need a lightweight single-prompt chatbot
  • you require production-grade enterprise agent orchestration with SLAs
  • you cannot run or pay for capable LLM backends

Facets

application · maturity active

agent-framework llm-inference chatbot mcp artificial-intelligence large-language-models python cross-platform cli autonomous-agent jarvis-assistant voice-dialogue iact-architecture open-source-llm ai-agents automation

1 source

Member repositories

RepositoryRoleHealth v2
myshell-ai/AIlicemain34

For agents

markdown · JSON · MCP: product_card(name="myshell-ai/AIlice")

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