All tools

Atlas / 7 tools

Agents and computer use

An agent is only useful if it can act. These columns say where it can act, and in what sandbox.

Looking for a practical first step? Choose a task guide, or compare the catalog records below.

Automate a repeatable task
Compare catalog records

Tools to explore

Save up to three tools. Your shortlist stays with you in Compare and Prompt.

Published entry price
Free tier
Computer use
Supported
Browser control
Supported
Multi-step autonomy
Supported
Read the record
Published entry price
No harness fee — standard model tokens plus tool usage. OpenAI-host…
Computer use
Supported
Browser control
Supported
Multi-step autonomy
Supported
Read the record
deprecation

OpenAI shuts down Agent Builder, the Evals platform and the reusable prompts API on 30 November 2026, announced 3 June 2026.

2026-06-03OpenAI

Manus

Manus AI

Published entry price
$20/mo for 4,000 credits
Computer use
Supported
Browser control
Supported
Multi-step autonomy
Supported
Read the record

Claude Cowork

Anthropic

Published entry price
Included with Claude plans (Pro $20/mo, Max $100/mo and up)
Computer use
Supported
Browser control
Supported
Multi-step autonomy
Supported
Read the record
Published entry price
Requires Google AI Ultra at $99.99/mo
Computer use
Conditional
Browser control
Supported
Multi-step autonomy
Supported
Read the record

Browser Use

Browser Use

Published entry price
Free — MIT-licensed library
Computer use
Conditional
Browser control
Supported
Multi-step autonomy
Supported
Read the record

Manus 2.0

Manus AI

Published entry price
Not verified
Computer use
Not verified
Browser control
Not verified
Multi-step autonomy
Not verified
Read the record

A selection of documented features is shown here. Compare tools for the full list and sources. Research snapshot 2026-09-21.

Related AI news.

Models to evaluate now

Candidates reflect current provider identities and documented capability coverage. A newer release is not evidence of better output quality.

Model and API access can differ from the models available in your chosen app.

Manus 2.0

Provider status: active; identity checked 2026-10-02. Capabilities still need verification before choosing.

Price not verified

Manus

Model identity has not yet passed recurring catalog verification. Documented support: Operate a computer interface; Operate a web browser; Complete a multi-step workflow.

From $20 per month

Meta Muse

Model identity has not yet passed recurring catalog verification. Documented support: Operate a computer interface; Operate a web browser; Complete a multi-step workflow.

From $20 per month

What changed in the research
  • Gemini Notebook: Verified changes to verified.sources, verified.citations, verified.images, facts.Access & limits, facts.Working with your files, facts.Checking an answer. Recommendations and exported plans use this evidence. 2026-10-15
  • Claude tasks: Verified changes to verified.plainLanguage, facts.How you direct it, facts.What you connect, facts.What you own. Recommendations and exported plans use this evidence. 2026-10-15
  • Lovable: Verified changes to verified.codeWorkspace, facts.From idea to preview, facts.Keeping control, facts.Ongoing cost. Recommendations and exported plans use this evidence. 2026-10-15
  • Replit: Verified changes to verified.browserBuild, verified.codeWorkspace, facts.From idea to preview, facts.Keeping control, facts.Ongoing cost. Recommendations and exported plans use this evidence. 2026-10-15
  • Lovable: Verified changes to verified.browserBuild, verified.codeWorkspace, verified.portable, facts.From idea to preview, facts.Keeping control, facts.Ongoing cost. Recommendations and exported plans use this evidence. 2026-10-15
  • Cursor: Verified changes to verified.review, facts.Review & recovery, facts.Access to the build. Recommendations and exported plans use this evidence. 2026-10-14
Provider coverage and freshness

Source checks and verification rotate within the collection budget. A failed check does not make an old record current.

Start a conversation.