OpenClaw
OpenClaw is an open-source self-hosted personal AI agent: a long-running runtime that connects to any LLM (Claude, GPT, DeepSeek, Kimi, Gemini) and drives itself from messaging apps (WhatsApp, Telegram, Slack, Discord, Teams). Users install skills — directories with `SKILL.md` tool instructions — globally or per workspace.
OpenClaw shipped as a Peter Steinberger weekend project called Clawdbot on November 14, 2025, hit 8k stars in 72 hours, was renamed Moltbot then OpenClaw after an Anthropic trademark complaint, and by March 1, 2026 overtook React as GitHub's most-starred non-aggregator project. Mid-April 2026: ~359k stars, 73k forks, ~135k live instances.
Homebrew for personal AI agents — a self-hosted runtime plus a skills ecosystem, with messaging apps as the terminal.
Search Interest
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Nascent0–7 days
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Emergent8–30 days
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Validating31–90 days
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Rising ← now91–180 days
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Established180 days +
Why is it emerging now?
OpenClaw overtook React on GitHub by March 1, 2026 and Anthropic's April 4 subscription ban turned a product story into a policy story. The 'Tell HN' thread hit 1,099 points, CVE-2026-33579 landed, and competitors (Hermes Agent, Claude Cowork) now define themselves against OpenClaw — the signature of a category name.
Outlook
6-month signal projection and commercial timeline.
Overtook React on GitHub in 4 months; the term is now the default noun for 'self-hosted personal agent'.
Risk · Bug-and-security reputation ('CVE-2026-33579', 'pain to self-host') could let Hermes Agent erode share.
Analogs · Claude Code · Hermes Agent · AutoGPT · LangChain
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nowAPI + hosted + audits
Pay-per-token flows to Anthropic/OpenAI/DeepSeek; hosted instances, courses, skill bundles monetize adjacency.
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3-6moManaged tier + directories
Managed-OpenClaw market, paid skill marketplaces, security-audit overlays, API-proxy affiliate economy mature.
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6-12moEnterprise or rival wins
Either enterprise compliance tier ships, or Hermes Agent / ClearFrame takes procurement share.
Competition & Opportunity for term “OpenClaw”
Three heuristic signals derived from the tracked queries, the term's monetization cards, and its cluster neighbors. Directional, not audited.
Ideas for term “OpenClaw”
Buildable pitches — turn this term into an article, site, product, post, newsletter, video, or course. Steal any card and run with it.
The 'OpenClaw alternatives' search volume is live and growing, driven by the HN 'Robust alternative' thread and the April 4 Anthropic ban. A neutral, workflow-first comparison fills a clear SERP gap.
Axios, TechCrunch, The Register, and TNW each covered a piece of the April 4 ban plus the April 10 creator-account incident, but no single piece walks users through the timeline and migration options.
CVE-2026-33579 and Composio's 'security nightmare' piece have created demand; official docs are scattered. A concrete hardening walkthrough is high-intent evergreen material.
Trademark pressure forced two renames in three days, the creator joined OpenAI in February, and the repo overtook React March 1. A well-reported longform piece lands on HN.
Skills are directories today; discovery happens on Twitter and scattered awesome-lists. A searchable directory with install commands and compatibility labels is first-mover territory.
HN complaints cluster around Docker setup, Python environments, key rotation, skill sprawl. A one-click managed tier with audit logs and pre-wired integrations addresses the reliability narrative.
A tool that watches the OpenClaw runtime via hooks and scores each session against a CVE-2026-33579 / MCP-12-hazards baseline, flagging over-permissive skills and prompt-injection signatures.
With at least three credible personal-agent harnesses and frequent churn (rename, ban, CVE), a skills-and-memory converter solves a measurable switching cost.
Peter Steinberger shipped OpenClaw as a WhatsApp relay on a Friday night in November 2025. By March 1, 2026 it had passed React on GitHub.
OpenClaw has 359k GitHub stars and a reputation for being bug-ridden. Both of those things are true, and the product is still transformative.
On April 4, 2026 Anthropic told Claude subscribers they could no longer run OpenClaw on flat-rate plans. Some users saw bills rise 50x.
What People Search
Long-tail queries from Google Suggest + Trends. Volume and competition are heuristics — directional, not audited. Content Type comes from query shape.
SERP of term “OpenClaw”
What searchers see today — organic results on top, paid ads if anyone's bidding. Ad density is a real-time commercial signal.
Related Terms
Other terms in the same space — aliases, subtypes, competitors, and neighbors to explore next.
- Competitor Hermes Agent Hermes Agent is an MIT-licensed, self-improving AI agent from Nous Research designed to live on a server — local, VPS, or serverless —… →
- Competitor Claude Code Claude Code is Anthropic's official command-line coding agent — a terminal tool that reads your codebase, edits files, runs commands,… →
- Competitor Managed Agents Managed Agents is an infrastructure paradigm where cloud platforms host, orchestrate, and operate AI agents as a service. →
- Related Agent Harness An agent harness is the middleware between a large language model and the real world — code that runs the agent loop, calls tools,… →
- Related Agent Loop An agent loop is the control-flow pattern at the center of every autonomous LLM agent: the model observes its context, reasons about… →
- Related Coding Agents Coding Agents is the category name for AI developer tools that act on code autonomously — reading a repo, planning a change, editing… →
- Related MCP Server An MCP server is a small, standalone program that exposes one capability — a database, a filesystem, a security scanner, a trading API —… →
- Also known as Clawdbot·Moltbot
- Competitor Claude Cowork·AutoGPT
- Related Peter Steinberger·CVE-2026-33579
Sources
Primary URLs this report cites — open any to verify the claim yourself.
- 01 OpenClaw — official site openclaw.ai ↗
- 02 openclaw/openclaw on GitHub (359k+ stars) github.com ↗
- 03 OpenClaw — Wikipedia en.wikipedia.org ↗
- 04 TechCrunch — Anthropic temporarily banned OpenClaw's creator from accessing Claude techcrunch.com ↗
- 05 The Register — Anthropic closes door on subscription use of OpenClaw theregister.com ↗
- 06 Star History — OpenClaw surpasses React on GitHub star-history.com ↗
- 07 36Kr (English) — OpenClaw Popularity Exposes 12 Fatal Hidden Dangers eu.36kr.com ↗
- 08 Hacker News — Tell HN: Anthropic no longer allowing Claude Code subscriptions to use OpenClaw (1,099 pts) news.ycombinator.com ↗