Average Ratings 21 Ratings

Total
ease
features
design
support

Average Ratings 0 Ratings

Total
ease
features
design
support

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Description

Devin Desktop is an AI-native software development platform that serves as a central command center for managing coding agents, development workflows, and code execution. The platform combines a professional-grade IDE with agent orchestration capabilities, enabling developers to plan tasks, delegate work, review outputs, and collaborate with AI agents from a single interface. Developers can run local and cloud-based agents simultaneously, allowing multiple coding tasks to progress in parallel while maintaining shared context across projects. The platform includes features such as Spaces for shared worktrees, Fast Context for rapid codebase understanding, Supercomplete for predictive coding assistance, and comprehensive code review capabilities. Devin Desktop supports the Agent Client Protocol (ACP), enabling interoperability with different AI models and agent frameworks. The platform integrates with popular developer tools, including GitHub, Slack, Notion, Linear, Stripe, Datadog, Atlassian, and various language servers. Developers can inspect every change made by agents through built-in debugging, tracing, and review tools to ensure code quality and reliability. The platform is designed to streamline both individual and team-based software development workflows while reducing context switching. Devin Desktop enables engineering teams to increase development velocity by combining human oversight with autonomous AI execution.

Description

Ml.ai serves as an AI coding assistant that follows your code wherever it may be. You can utilize it within environments like VS Code and Cursor, through its dedicated desktop application without the need for an IDE, by accessing it via the terminal, or as a pull request reviewer that evaluates each submission. Every interface operates using the same underlying technology, maintaining consistent settings and a unified memory of your repository. Unlike many coding agents that rely on a single costly frontier model for every action, Ml.ai assigns specific tasks to specialized agents, selecting the most cost-effective model that meets your desired quality standards, often resulting in a reduction of model expenses by 30 to 45% for similar tasks. Its Explore feature reads and interprets the codebase, while Architect and Plan organize the project files, sequence tasks, and assess potential trade-offs. Only the General agent has the authority to make code alterations, ensuring that every change or command is subject to your explicit permission to Allow or Deny. The PR Reviewer not only provides a summary of each pull request but also adds detailed comments at the line level and executes builds and tests before suggesting either approval or requests for changes, without the ability to merge independently. Additionally, Ml.ai offers reusable skills, supports background operations, and includes MCP server functionality, enhancing its overall utility.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

Visual Studio Code Yes 
CSS Yes 
Claude Fable 5.1 Yes 
Claude Opus 5 Yes 
Cursor No 
GPT-4.1 nano Yes 
GPT-4o Yes 
GPT-5.5 Yes 
GPT-5.6 Terra Yes 
Gemini 3.5 Flash Cyber Yes 
Jupyter Notebook Yes 
MCP Defender Yes 
Model Context Protocol (MCP) Yes 
Node.js Yes 
OpenCode Yes 
PromptDC Yes 
React Yes 
Solid Yes 
Superblocks Yes 
ZeroPath Yes 

Integrations

Visual Studio Code Yes 
CSS No 
Claude Fable 5.1 No 
Claude Opus 5 No 
Cursor Yes 
GPT-4.1 nano No 
GPT-4o No 
GPT-5.5 No 
GPT-5.6 Terra No 
Gemini 3.5 Flash Cyber No 
Jupyter Notebook No 
MCP Defender No 
Model Context Protocol (MCP) No 
Node.js No 
OpenCode No 
PromptDC No 
React No 
Solid No 
Superblocks No 
ZeroPath No 

Pricing Details

Free
Individual Plans:

Free Plan: $0
Pro: $15/month
Pro Ultimate: $60/month

For Organizations:

Teams: $35/user/month
Teams Ultimate: $90/user/month
Enterprise: Contact us
Free Trial Yes 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Cognition

Founded

2023

Country

United States

Website

devin.ai/desktop

Vendor Details

Company Name

Pixis.ai

Country

United States

Website

ml.ai/

Product Features

Code Editors

API Yes 
Auto-Complete Yes 
Code Folding Yes 
Column Editing Yes 
Customizable Themes Yes 
Debugging Yes 
Formatting / Table Editing Yes 
Keyboard Shortcuts Yes 
Multi-Monitor Editing Yes 
Syntax Highlighting Yes 
WYSIWYG Yes 

IDE

Code Completion No 
Compiler No 
Cross Platform Support No 
Debugger No 
Drag and Drop UI No 
Integrations and Plugins No 
Multi Language Support No 
Project Management No 
Text Editor / Code Editor No 

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