Comparison
Star counts are from gh api and prices from each vendor's pricing page, as of 2026-10-18. Both drift; check before you decide.
Quick Comparison Matrix
| Framework | Stars | Type | Price | Messaging apps | Runs locally | Multi-agent |
|---|---|---|---|---|---|---|
| OpenClaw | 392k | Self-hosted agent gateway | Free (MIT) + model costs | Built in (about 30 channels, most as official plugins) | Yes | Yes (agents, sub-agents) |
| Hermes Agent | 255k | Self-hosted personal agent | Free (MIT) + model costs | Built in (Telegram, Discord, Slack, WhatsApp, Signal) | Yes | Sub-agents |
| AutoGPT | 187.6k | Agent platform | Free (OSS) | No | Yes | Limited |
| n8n | 207.9k | Workflow automation | Self-host free | Via nodes | Self-host | N/A |
| LangChain | 148k | Framework | Free (OSS) | No | N/A | Via LangGraph |
| MetaGPT | 70.9k | Multi-agent framework | Free (OSS) | No | Yes | Core focus |
| Open Interpreter | 68.6k | Terminal agent | Free (OSS) | No | Yes | No |
| CrewAI | 59.8k | Framework | Free (OSS) | No | N/A | Core focus |
| Goose | 55.4k | Coding agent | Free (OSS) | No | Yes | No |
| Devin | — | Commercial | Free tier; Pro $20/mo | No | No (cloud) | No |
| Claude Code | — | Commercial | With Claude Pro ($20/mo, $17 annual) | No | Yes | Sub-agents |
| Cursor | — | AI IDE | Free tier; paid from $8/mo | No | Yes | No |
| GitHub Copilot | — | IDE extension | Free tier; Pro $10/mo | No | No | No |
Repos: Hermes Agent, AutoGPT, n8n, LangChain, MetaGPT, Open Interpreter, CrewAI, Goose.
There is no security column: security depends more on how you deploy a tool than on which tool it is. See The trade-off.
Autonomous AI Agents
Hermes Agent
The closest open-source alternative. Hermes Agent is built by Nous Research: 254,820 stars, MIT licence, latest release v0.22.2 published 2026-10-15 (GitHub API, 2026-10-18). Like OpenClaw, it is a self-hosted agent you reach from messaging apps through one gateway process, with scheduled automations, sub-agents and any model provider. Its README leads with a "learning loop": it writes skills from experience and refines them during use, and keeps agent-curated memory with cross-session search.
| Hermes Agent | OpenClaw | |
|---|---|---|
| Language | Python | Node.js |
| Channels | Telegram, Discord, Slack, WhatsApp, Signal, CLI | Dozens of channels plus Control UI and native apps |
| Skills | Creates and refines its own; agentskills.io format | ClawHub marketplace, plus Skill Workshop for learned skills |
| Execution | Local, Docker, SSH, Singularity, Modal, Daytona, Vercel Sandbox backends | Host by default; optional sandbox backends (Docker, Podman, SSH, OpenShell, Crabbox) |
| Licence | MIT | MIT |
Choose Hermes Agent if: you want a self-improving skill loop and serverless backends that sleep when idle.
Choose OpenClaw if: you want the widest channel coverage, native apps and the ClawHub ecosystem.
Several managed hosts run both; see Hosting Providers. The Control UI can import Hermes memory (Memory Systems).
Auto-GPT
One of the first LLM-driven autonomous agent projects (2023), now a low-code agent platform.
| Auto-GPT | OpenClaw | |
|---|---|---|
| Architecture | Platform with Agent Builder, Forge, Server, Marketplace | A Gateway (control plane) plus agent runtime, tools and memory plugins |
| Interface | Web-based Agent Builder (low-code) | Messaging apps (WhatsApp, Telegram, etc.) |
| Memory | Database-backed | Workspace Markdown (MEMORY.md, daily notes) with built-in search |
| Ecosystem | Agent marketplace | Skill marketplace (ClawHub) |
| Maturity | Launched 2023, longer track record | Launched late 2025, releases every few days |
Choose Auto-GPT if: You want a visual agent builder or need a platform approach for teams.
Choose OpenClaw if: You want a personal assistant accessible from your phone via messaging apps.
Open Interpreter
The closest conceptual relative — both give LLMs local system access through natural language.
| Open Interpreter | OpenClaw | |
|---|---|---|
| Interface | Terminal only | About 30 chat channels, Control UI, native apps |
| Focus | Code execution via conversation | General-purpose life automation |
| Memory | Conversation-scoped by default | Persistent across sessions |
| Autonomy | Reactive | Proactive (heartbeat, scheduled Automations) |
| Skills | No skill registry | Skills and plugins on ClawHub |
| Attack surface | Smaller (terminal only) | Larger (messaging bridges, WebSocket) |
Choose Open Interpreter if: You're a developer who wants a conversational code executor in the terminal.
Choose OpenClaw if: You want autonomous background operation and messaging integration.
Multi-Agent Frameworks
CrewAI
Purpose-built for multi-agent collaboration with role-based agent design.
| CrewAI | OpenClaw | |
|---|---|---|
| Agents | Multiple specialized (researcher, writer, analyst) | One default agent; more via agents.entries and sub-agents |
| Design | Define agent roles and backstories | Define identity in SOUL.md |
| Language | Python framework | Node.js standalone app |
| Usage | Requires coding | No coding required |
| Best for | Team-oriented workflows | Personal automation |
Choose CrewAI if: You're building complex workflows requiring multiple specialized agents collaborating (research teams, content pipelines).
Choose OpenClaw if: You want a ready-to-use personal assistant, not a development framework.
LangChain / LangGraph
A developer library for building LLM applications; LangGraph adds stateful, multi-agent graphs.
| LangChain/LangGraph | OpenClaw | |
|---|---|---|
| Type | Developer framework/library | Standalone application |
| Stability | Versioned library releases | Rapidly evolving; doctor migrates or refuses retired config keys |
| Enterprise | Widely used in production apps | Built for a single trusted operator per Gateway; team features are newer |
| Observability | LangSmith platform | Official diagnostics-otel OpenTelemetry plugin, audit ledger |
| Learning curve | Steep (significant abstraction) | Low to start; running it safely takes config and hardening |
Choose LangChain if: You're building a production AI application and need enterprise observability, reliability, and support.
Choose OpenClaw if: You want a ready-made assistant rather than a library to build one.
MetaGPT
Multi-agent framework modeled on a software company (PM, architect, engineer roles).
| MetaGPT | OpenClaw | |
|---|---|---|
| Approach | Software company simulation | Personal assistant |
| Agents | PM → Architect → Engineer → QA | One default agent; more via agents.entries and sub-agents |
| Best for | Generating entire software projects from one-line requirements | General-purpose automation |
| Stars | 70.9k | 392k |
| Activity | No push since 2026-01-21 | Daily |
AI Coding Tools
Devin (by Cognition)
AI software engineer with its own cloud IDE, browser, and terminal.
| Devin | OpenClaw | |
|---|---|---|
| Type | Commercial SaaS | Open source, local |
| Pricing | Free $0, Pro $20, Max $200, Teams $80 + $40/seat per month (devin.ai/pricing) | Free (model costs only) |
| Focus | Software engineering | General-purpose |
| Execution | Cloud-based sandbox | Your machine (sandbox optional) |
| Autonomy | End-to-end coding tasks | Any automation task |
| Data | Goes to Cognition's servers | Files stay local; prompts go to your model provider unless you run local models |
Choose Devin if: You want end-to-end coding tasks run in a vendor-hosted sandbox.
Choose OpenClaw if: You want a free, general-purpose agent that runs locally.
Claude Code / Cursor / GitHub Copilot
OpenClaw can also drive these coding agents: see ACP agents. Prices per month from claude.com/pricing, cursor.com/pricing and GitHub Copilot plans, as of 2026-10-18.
| Claude Code | Cursor | Copilot | OpenClaw | |
|---|---|---|---|---|
| Pricing | Included with Claude Pro ($20, or $17 billed annually); Max from $100 | Free; Plus $8, Premium $30, Super $100, Ultra $200 | Free; Pro $10, Pro+ $39, Max $100 | Free + model costs |
| Interface | Terminal, IDE, desktop, web | IDE (VS Code fork) | IDE extension | Messaging apps, Control UI, native apps |
| Focus | Coding agent | Daily coding | Completions and agent mode | General automation |
| Local access | Yes | Yes | Limited | Yes |
| Non-coding | No | No | No | Yes |
Goose
Free, open-source coding agent, started at Block and now maintained in the aaif-goose organisation.
| Goose | OpenClaw | |
|---|---|---|
| Stars | 55.4k | 392k |
| Focus | Coding | General-purpose |
| Extensions | MCP servers | MCP servers, plugins, skills, channels |
| Pricing | Free | Free |
| Non-coding | Limited | Extensive |
Workflow Automation
n8n / Make / Zapier
Traditional workflow automation vs AI-native approach.
| n8n | Zapier | OpenClaw | |
|---|---|---|---|
| Stars/Users | 207.9k stars | 8,000+ integrations | 392k stars |
| Approach | Visual workflow builder | Pre-built triggers/actions | Natural language |
| AI capability | Adding (LangChain node) | Adding (AI actions) | Native |
| Predictability | High (deterministic) | High (deterministic) | Lower (LLM-driven) |
| Error handling | Built-in retry, logging | Built-in | Automation failure alerts and auto-disable; agent steps can still go wrong |
| Security | Credentials per node, OAuth | Hosted, OAuth | Host shell access by default; approvals and sandbox are opt-in |
| Pricing | Self-host free | Free tier; Professional from $19.99/mo (zapier.com/pricing, 2026-10-18) | Free (model costs) |
Choose workflow automation if: You need predictable, auditable, enterprise-grade automation with specific triggers and actions.
Choose OpenClaw if: You want flexible, natural language automation that can reason about tasks and adapt dynamically. Accept the trade-off of less predictability.
Built on OpenClaw, not competitors
Two vendor products that come up in comparisons run OpenClaw underneath, so choosing them means running OpenClaw with a vendor layer on top:
- Microsoft Autopilot, formerly Microsoft Scout, is a "persistent, proactive personal agent" in Microsoft's Copilot experience, in preview since 2026-09-25. Its foundation is OpenClaw, and Microsoft contributes upstream (OpenClaw blog, 2026-09-25).
- NVIDIA NemoClaw is an open-source reference stack (Apache-2.0, 22,764 stars on 2026-10-18, alpha) that runs agents inside NVIDIA OpenShell sandboxes with managed inference and network policy. OpenClaw is its default agent; it also supports Hermes and LangChain Deep Agents Code (NVIDIA/NemoClaw, docs). See Ecosystem.
What Makes OpenClaw Unique
Newer than most tools here, OpenClaw has 392k GitHub stars (2026-10-18). What sets it apart:
- Messaging-first — one Gateway serves WhatsApp, Telegram, Discord, Slack, Signal, iMessage and many more channels. Smaller agents such as NanoClaw, Nanobot and ZeroClaw also do this (Lightweight Variants); the frameworks and coding tools above do not.
- Persistent memory — workspace memory and recall across conversations.
- Free and open source — MIT licensed; you pay only for models and hosting.
- Self-hosted — the Gateway, files and memory stay on your machine. Prompts still go to your model provider unless you use local models.
- Skills and plugins — installable from ClawHub.
- Proactive — heartbeat and scheduled Automations run without being asked.
The trade-off
OpenClaw gives an agent real access to your machine and your accounts, so its failure modes are bigger than those of an IDE plugin.
History (January-February 2026): a one-click RCE (CVE-2026-25253, patched in 2026.1.29); internet scans that found 42,665 exposed instances (Shodan, 9 February) and 135,000+ in follow-up scans with wider detection; and 341 malicious skills on ClawHub reported by Koi Security. See Known Vulnerabilities.
Defaults today (2026.10.4): the Gateway binds to loopback, auth is required, unknown DM senders get a pairing code. Two defaults are open on purpose: host exec runs without asking (tools.exec.mode resolves to full) and the sandbox is off. Upstream has published 722 security advisories in total.
If you expose the Gateway, connect many channels, or install third-party skills, tighten those defaults first: Security Hardening. For a tool that cannot touch your shell at all, a hosted coding assistant or a workflow engine is the lower-risk choice.
See Also
- Getting Started — Try OpenClaw
- Security Overview — Understand the risks
- Lightweight Variants — Nanobot, NanoClaw, PicoClaw, IronClaw and others
- Cost Management — What it actually costs to run