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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Koog is a Kotlin-based framework designed for developing and executing AI agents using idiomatic Kotlin, catering to both simple agents that handle individual inputs and more intricate workflow agents with tailored strategies and configurations. Its architecture is built entirely in Kotlin, ensuring a smooth integration of the Model Control Protocol (MCP) for improved management of models. The framework also utilizes vector embeddings to facilitate semantic search and offers a versatile system for creating and enhancing tools that can interact with external systems and APIs. Components that are ready for immediate use tackle prevalent challenges in AI engineering, while intelligent history compression techniques are employed to optimize token consumption and maintain context. Additionally, a robust streaming API supports real-time response processing and allows for simultaneous tool invocations. Agents benefit from persistent memory, which enables them to retain knowledge across different sessions and among various agents, and detailed tracing facilities enhance the debugging and monitoring process, ensuring developers have the insights needed for effective optimization. This combination of features positions Koog as a comprehensive solution for developers looking to harness the power of AI in their applications.

Description

Cua is a unified infrastructure for building and deploying computer-use AI agents that interact directly with operating systems and applications. Instead of automating through integrations, Cua agents work visually—understanding interfaces, clicking UI elements, typing text, and navigating software naturally. The platform supports Linux, Windows, and macOS sandboxes with cloud-based scaling. Developers can run agents via a managed UI or integrate them programmatically using the Python Agent SDK. Cua also provides dataset generation, trajectory recording, and benchmarking tools to train and evaluate agents. With pay-as-you-go pricing and smart model routing, Cua balances performance and cost efficiently. It is fully open source and designed for production-grade automation.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Adobe Photoshop
Apache Groovy
Claude
Docker
GitHub
Google Drive
Gradle
Kotlin
Lume
Maven
Model Context Protocol (MCP)
Notion
OmniParser
OpenAI
Python
Slack

Integrations

Adobe Photoshop
Apache Groovy
Claude
Docker
GitHub
Google Drive
Gradle
Kotlin
Lume
Maven
Model Context Protocol (MCP)
Notion
OmniParser
OpenAI
Python
Slack

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$10/month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

JetBrains

Founded

2000

Country

United States

Website

docs.koog.ai/

Vendor Details

Company Name

Cua

Founded

2025

Country

United States

Website

cua.ai/

Alternatives

Alternatives

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