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Capability Matrix
AI Agents

Autonomous, capable, deployable.

Catalog of every notable AI agent — coding agents, research agents, computer-use agents — with the same scoring rigor as our tool directory, plus a capability matrix.

Emergent logo

Emergent

AI Agents

Full-stack vibe-coding agent

Pros
  • + End-to-end app delivery
  • + Built-in testing & deploy
Cons
  • – Credit pricing
  • – Tied to its platform
91
Score
4.7
Users · 2,310
Freemium
Manus logo

Manus

AI Agents

General-purpose computer-use agent

Pros
  • + True computer-use control
  • + Files and downloads
Cons
  • – Slower than a human
  • – Sandbox limitations
87
Score
4.4
Users · 2,430
Freemium
Operator logo

Operator

AI Agents

OpenAI's browsing agent

Pros
  • + Inside ChatGPT Pro
  • + Polished UX
Cons
  • – Pro plan required
  • – US-only beta
83
Score
4.3
Users · 3,450
Paid
Devin logo

Devin

AI Agents

Autonomous software engineer

Pros
  • + End-to-end PR delivery
  • + Browser & shell tools
Cons
  • – Very expensive
  • – Limited free trial
81
Score
4.2
Users · 1,120
Paid

Capability matrix

AgentBrowseCodeToolsAutonomousIntegrations
Emergent✓✓✓✓✓
Manus✓✓✓✓—
Operator✓—✓✓✓
Devin✓✓✓✓✓
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