What is a Claw?
A Claw is a persistent autonomous AI agent that can remember, plan, use tools, execute tasks, and keep working without continuous prompting.
AI agent is the broad category. AllClaw uses “Claw” for the narrower, emerging class of long-running action-oriented agents and the systems that make them operable.
The inclusion test
A product does not need every signal, but it should meet most of them—and persistence plus autonomous action should be central to how it works.
Claw-class agent
- Persists across prompts or sessions
- Maintains useful state, memory, or task context
- Chooses and executes multi-step actions
- Uses tools or connected environments
- Can resume, schedule, monitor, or communicate proactively
Not automatically a Claw
- A chatbot that only answers one prompt at a time
- A workflow with no agentic decision loop
- Any product marketed as an “AI agent”
- A coding assistant with no persistence or ongoing task cycle
- A comparison product included only for SEO context
OpenClaw is one lineage
OpenClaw is a major family in the category, alongside independent implementations, OpenClaw-inspired systems, vendor-built products, multi-harness infrastructure, and research projects. Lineage describes origin; it does not determine whether a product qualifies as a Claw.
Evidence for the category
NVIDIA contrasts prompt-triggered agents with long-running autonomous agents—“claws”—that operate persistently, check work on a heartbeat, take actions, and surface decisions when human judgment is needed.
The 2026 Claw-SWE-Bench paper uses “claws” to describe heterogeneous agent harnesses compared under controlled settings. This does not prove a universal industry definition, but it supports treating the term as broader than one product brand.
Explore the category in practice
Browse classified Claws or see how agents, runtimes, hosting, skills, infrastructure, security, and research connect.