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

OpenClaw

The AI that really does things. Any OS. Any Platform. The lobster way. 🦞 observed · 2026-10-18

github.com/openclaw/openclaw · homepage · TypeScript · MIT (permissive) observed · 2026-10-18

Health v2 · maintenance only

80/100

  • Activity 100
  • Release rhythm 87
  • Longevity 23
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: 330
  • days_rel: 5
  • days_push: 3
  • n_releases_24m: 131

Full methodology

Adoption not part of the score

392291 stars · 82458 forks observed · 2026-10-18

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-21, confidence 0.97

OpenClaw is an open‑source AI assistant that runs on your own hardware and connects to dozens of chat platforms. It provides a gateway, plugin marketplace and agent framework for building and deploying personal or team bots.

Use cases

  • run a private AI assistant on my laptop that can manage my calendar and email
  • connect an LLM‑powered chatbot to Slack, Discord, or WhatsApp for team support
  • build custom automation skills that trigger from chat messages across multiple platforms
  • host a self‑contained AI agent for a small business without sending data to third‑party services
  • experiment with different LLM providers and local models using a plug‑in architecture

When to choose

  • You need full control over data and want the assistant to run locally.
  • You want a single gateway that can route messages to many chat services.
  • You prefer a plugin system to swap models or add custom skills without code changes.
  • You are comfortable managing a Node.js based service on Windows, macOS or Linux.

When to avoid

  • You require a fully managed, enterprise‑grade SaaS solution with dedicated support.
  • Your hardware cannot meet the resource demands of large LLMs and you lack GPU acceleration.
  • You need deep integration with proprietary platforms that are not supported by OpenClaw.

Facets

application · maturity active

agent-framework chatbot llm-inference plugin-system api-gateway web-framework cli artificial-intelligence large-language-models chatbots developer-tools cross-platform cli open-source self-hosted personal-assistant privacy-first multi-channel devops desktop mobile web-server nodejs

9 sources

Member repositories

RepositoryRoleHealth v2
openclaw/openclawmain80
openclaw/openclaw-windows-nodeplugin83

For agents

markdown · JSON · MCP: product_card(name="openclaw/openclaw")

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