AgentIndex icon
AgentIndex
cua logo
cua
★ 30.7k
vs
toolport logo
toolport
★ 235

cua vs toolport

cua: Cua is an open-source platform designed for building, benchmarking, and deploying AI agents capable of interacting with any computer. It provides isolated, self-hostable sandboxes using technologies like Docker, QEMU, and Apple Vz for agentic UI automation and secure code execution.; toolport: Toolport acts as a local gateway for Model Context Protocol (MCP) servers, enabling all AI clients to share a single configuration for their tools. It significantly reduces token costs by using lazy discovery to advertise only necessary meta-tools, saving up to 91% of total tokens.

01

TL;DR

cua logo
cuaLLM Infra · ★ 30.7k
When to choose:
  • You are building Computer-Use agents and need robust, self-hostable isolated desktop/VM sandboxes (Docker, QEMU, Apple Vz).
  • You need native app operating drivers, standardized benchmarking harnesses, and secure isolation for autonomous agent task execution.
When to skip:
  • You only need simple UI macros on your personal physical machine (Windows-MCP or local desktop helpers are easier).
  • Your agents interact solely via text APIs, shell commands, or databases and have no need for a virtual graphical desktop.
Read cua full review →
toolport logo
toolportLLM Infra · ★ 235

Managing tool access and authentication for multiple AI clients (e.g., Claude, Cursor, Codex) from a single point.

Read toolport full review →
02

Side-by-Side Comparison

Field
cua logocua
toolport logotoolport
Category
LLM Infra
LLM Infra
Stars
★ 30.7k
★ 235
License
MIT
MIT
Install Command
curl -fsSL https://cua.ai/install.sh | sh
sudo apt install ./Toolport_1.0.0_amd64.deb
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Virtualization, UI Automation
AI Tool Management, LLM Gateway, Token Optimization
03

Features

cua logocua
01Build AI agents for desktop UI automation and interaction.
02Provide isolated code execution environments (sandboxes).
03Benchmark computer-use models with standardized tasks.
04Train agents using reinforcement learning environments.
05Manage high-performance macOS/Linux VMs on Apple Silicon.
toolport logotoolport
01Fewer tokens: lazy discovery reduces tool definition overhead by up to 99.6% and total tokens by up to 91%.
02One configuration for every AI client: set up servers once, and all connected clients share them.
03Supply-chain security: detects tool integrity issues like rug-pulls, tool poisoning, and content defense against agent-jacking.
04Per-agent scoping: assign specific servers to different AI clients for fine-grained access control.
05Built-in tool playground: test any MCP tool with an auto-generated form before connecting to an AI client.
04

Use Cases

cua logocua
↳Developing and deploying AI agents for autonomous desktop interaction and task completion.
↳Creating secure, isolated code execution environments for AI coding assistants and development workflows.
↳Benchmarking and training computer-use agents using standardized tasks and reinforcement learning.
toolport logotoolport
↳Managing tool access and authentication for multiple AI clients (e.g., Claude, Cursor, Codex) from a single point.
↳Significantly reducing token costs for AI agents that interact with a large number of tools or APIs.
↳Enhancing the security of AI agent operations by detecting malicious tool changes or content injection.
↳Streamlining development and testing of new MCP servers and tools for AI agents without individual client configuration.
↳Enabling teams to share a governed set of AI tools and API integrations while maintaining individual member key security.
05

Best For

cua logocua
Most PopularEssentialTrending
toolport logotoolport
—
FAQ

FAQ

What is the difference between cua and toolport?
Both cua and toolport are in the LLM Infra category. cua has 30.7k stars, while toolport has 235 stars.
Which is better, cua or toolport?
The best choice depends on your use case. Choose cua if Developing and deploying AI agents for autonomous desktop interaction and task completion., and toolport if Managing tool access and authentication for multiple AI clients (e.g., Claude, Cursor, Codex) from a single point..
Is cua free or open source?
Yes, cua is open source on GitHub (MIT).
Is toolport free or open source?
Yes, toolport is open source on GitHub (MIT).
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