AgentOS vs. Claude for business: what's the difference?
The short answer
Claude is Anthropic's AI. AgentOS is the context lake your AI tools work from. You use Claude as a model or through its apps: Claude chat, Cowork and Claude Code, with projects, connectors and skills on the Team and Enterprise plans. AgentOS is a context lake: it holds your company's context, tools and skills in one place and shares them with every AI tool your team uses, including Claude, ChatGPT and Cursor. They work together: Claude connects to AgentOS as an MCP connector.
AgentOS vs. Claude at a glance
| Claude Team / Enterprise | AgentOS | |
|---|---|---|
| What it is | Anthropic's AI models, plus the apps built on them (Claude chat, Cowork, Claude Code) | The AI foundation for your business: shared context, tools and skills |
| Where the knowledge lives | Inside Claude: projects, per-user or per-project memory, and connected apps | In one company workspace that every connected AI tool reads from |
| Works with other AI tools | Its memory stays inside Claude (import from other assistants is manual) | Claude, ChatGPT, Cursor and custom agents all connect over MCP and share the same context |
| Connecting your apps | Connectors, plus custom connectors from any remote MCP server (added by an owner) | Connect Gmail, Slack, Google Drive, HubSpot and more once, then decide what each agent can read or write |
| How work gets done the same way | Skills, which admins can share across the organization | Skills that every connected agent follows, whichever tool it runs in |
| Checking the output | Admin controls, plus audit logs and a Compliance API on Enterprise | Answers link back to their sources, and consequential writes wait for human approval |
| Pricing (as of Sep 2026) | Team: $20–25 per seat per month (Standard). Enterprise: $20 per seat per month plus usage at API rates. | Free ($0), Pro $99/month, Team $299/month for 3 people. Enterprise: custom. |
Competitor details are from their official pages, checked September 28, 2026. Plans and features change often, so check the sources below before you buy.
What Claude does well
Claude is one of the strongest AI models for writing, analysis and working through long documents, and Anthropic has built a lot around it for teams.
- A strong model, in apps people like. Clear writing, careful reasoning and long context, in the web, desktop and mobile apps, or through the API.
- Cowork and Claude Code. Cowork takes on multi-step tasks and produces documents, spreadsheets and slides. Claude Code does the same for software. (See AgentOS vs. Claude Cowork.)
- Projects, memory and skills. Projects keep files and instructions together. Admins can share skills across the organization.
- MCP support. Anthropic created MCP, and Claude can use any remote MCP server as a custom connector.
- Enterprise controls. SSO, role-based access, audit logs and a Compliance API on Enterprise.
If your whole team works in Claude and its connectors cover the apps you need, Claude Team or Enterprise may be enough on its own.
Where AgentOS is different
1. One context, whichever AI tool someone uses
Claude's memory and projects make Claude smarter, but only inside Claude. The moment someone switches to ChatGPT or Cursor, that knowledge doesn't come with them. AgentOS keeps company context in one workspace and shares it with every agent over MCP, so Claude, ChatGPT, Cursor and custom agents all work from the same knowledge.
2. Company memory, not personal memory
In Claude, memory is per user or per project. AgentOS builds shared company context from your messages, docs, calls and records, and keeps it current. Otto, the built-in manager agent, files call summaries and action items where the work lives.
3. Access rules that follow the agent
Connect an app to AgentOS once and set exactly what each agent can do: read only, read and draft, or read and write. Those rules apply wherever the agent runs, instead of being set up again in each AI tool.
4. Checkable answers and approval before changes
AgentOS answers link back to the source they came from. When an agent wants to change something important, like updating a deal or sending an email, the change waits for a person to approve it.
Do you need AgentOS if you already have Claude?
You don't pick one or the other. Claude is the AI your team works with, whether in the chat app, Cowork or Claude Code. AgentOS sits underneath it as the company context that Claude, and your other AI tools, work from. The real question is whether Claude on its own is enough.
- Claude on its own is enough if everyone works in Claude, its connectors cover your apps, and per-person and per-project memory is all the context you need.
- Connect Claude to AgentOS if people also use ChatGPT, Cursor or other AI tools, if you want one shared company memory instead of per-person memory, or if you want the same skills and access rules in every tool. Claude does the thinking, and AgentOS is what it works from.
How to connect Claude to AgentOS
- Create a free AgentOS workspace and connect the apps the job needs.
- In Claude, an organization owner adds AgentOS as a custom connector (Organization settings, then Connectors). You can also connect Claude Code and Claude Desktop.
- Ask Claude something that needs company context, like "Are we ready for Friday's renewal call?", and check that the answer cites its sources.
New to AgentOS? Start with what AgentOS is, or compare the plans.
Frequently asked questions
Is AgentOS an alternative to Claude?
No. AgentOS isn't an AI model or a chat app. It's the context lake Claude and your other AI tools work from. Claude connects to AgentOS as an MCP connector.
How do I connect Claude to my business tools?
Claude has built-in connectors, and an organization owner can add custom connectors from any remote MCP server. With AgentOS, you connect your apps once in AgentOS and add AgentOS to Claude as one connector, so Claude and your other AI tools share the same access and context.
Does Claude's memory work in ChatGPT or Cursor?
No. Claude's memory is per user or per project and stays inside Claude. Importing memory from another assistant is a manual copy-and-paste step. AgentOS keeps one shared context that every connected tool reads.
How much does AgentOS cost compared to Claude Team?
AgentOS has a free plan (200 credits a month, no card), Pro at $99 a month and Team at $299 a month for three people. Claude Team is priced per seat, from $20 a month on annual billing for a Standard seat. They do different jobs, so they're not an either/or purchase.
What is MCP?
MCP, the Model Context Protocol, is an open standard for connecting AI tools to data and apps. Anthropic introduced it, and Claude, ChatGPT and Cursor all support it. AgentOS uses MCP so every agent can read the same company context.
Give every AI tool your team uses the same context. Start free with 200 credits a month. No card required.
Set up your workspaceSources
- Claude pricing
- Claude Help: Enterprise plan pricing
- Claude Help: Custom connectors using remote MCP
- Claude Help: Skills for organizations
- Claude blog: Memory
- Claude Help: Import memory from other assistants
- AgentOS pricing
AgentOS is built by Devcore. Found something out of date on this page? Tell us at tryagentos.net and we'll fix it.
AgentOS