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

zeroclaw-labs/zeroclaw

Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀 observed · 2026-10-18

github.com/zeroclaw-labs/zeroclaw · homepage · Rust · Apache-2.0 (permissive) observed · 2026-10-18

Health v2 · maintenance only

81/100

  • Activity 100
  • Release rhythm 93
  • Longevity 17
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 249
  • days_rel: 45
  • days_push: 3
  • n_releases_24m: 39

Full methodology

Adoption not part of the score

32990 stars · 4976 forks observed · 2026-10-18

What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-05, confidence 0.97

ZeroClaw is a lightweight, single‑binary personal AI assistant written in Rust. It runs on any OS, connects to dozens of LLM providers and communication channels, and executes tasks via built‑in tools.

Use cases

  • Run a private AI assistant on my laptop that can answer questions and control local applications.
  • Automate daily workflows through chat commands on Discord, Slack, or email.
  • Integrate a self‑hosted LLM agent with home‑automation hardware like Raspberry Pi GPIO.
  • Provide a secure, offline chatbot for internal company support without sending data to the cloud.
  • Create custom tool extensions that the assistant can invoke via a CLI or webhooks.

When to choose

  • You need full ownership of the agent, data, and execution environment.
  • Low latency and minimal resource usage are critical.
  • You prefer a single binary with no additional runtimes (no Node, Python, or JVM).
  • You want to connect the assistant to many channels (Discord, Telegram, email, etc.) out‑of‑the‑box.

When to avoid

  • You require a rich graphical UI or native mobile app.
  • You prefer a managed SaaS solution with built‑in scaling and monitoring.
  • Your environment cannot run Rust binaries or Docker containers.

Facets

application · maturity active

agent-framework cli chatbot llm-inference artificial-intelligence large-language-models chatbots cross-platform windows cli rust self-hosted privacy-focused low-latency open-source ai-agents linux macos docker

5 sources

Member repositories

RepositoryRoleHealth v2
zeroclaw-labs/zeroclawmain81

For agents

markdown · JSON · MCP: product_card(name="zeroclaw-labs/zeroclaw")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem