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What is Zerg Client?

Zerg Client (ZTC) is an innovative AI coding assistant tailored for developers working on active coding projects. It meticulously analyzes project code, navigates through it, devises plans for modifications, updates files, executes commands, performs tests, and verifies results. Users have the flexibility to interact with ZTC through a terminal interface or, for those using Apple Silicon Macs, a dedicated desktop application; they can also name and save their sessions for future reference. The interface boasts a screen layer that allows the agent to manage terminal panes (zmux) while users monitor its operations. ZTC connects to various models via a ZergAI account or local provider API keys, with model availability determined by the sign-in method and provider permissions. The command-line version functions without a graphical interface and is compatible with macOS, Linux, and Windows systems. ZTC is distributed under the Zerg Source Available License for free evaluation, while other commercial uses require a separate license. Moreover, there are additional charges for model usage, ensuring developers are informed of any potential costs. This cutting-edge tool is designed to optimize coding workflows and significantly boost developer efficiency, making it a valuable asset in the programming landscape. Each update aims to enhance its functionality further, addressing user feedback and evolving project needs.

What is AtomCode?

AtomCode stands out as a pioneering open-source AI coding assistant that functions directly within the terminal, allowing it to independently read and modify files, execute commands, search online, perform tests, and validate its own outputs until all objectives are met. As a versatile alternative to tools like Claude Code and Cursor Agent, it supports a variety of models such as Claude, OpenAI, DeepSeek, GLM, Qwen, Ollama, SiliconFlow, and others that comply with OpenAI's guidelines. The agent boasts sophisticated code graph capabilities that enable symbol indexing, reference lookups, caller and callee tracing, dependency analysis, and blast-radius analysis, empowering it to maneuver through large codebases with insight that goes beyond mere text searches. Developers can also enhance their experience by attaching screenshots and images, with vision preprocessing available to extract meaningful context when the main model is not equipped for direct image analysis. Furthermore, AtomCode integrates seamlessly with AtomGit, simplifying OAuth login management, repository handling, issue tracking, and pull requests, while also supporting customizable MCP, reusable Skills, plugins, custom slash commands, hooks, and workflows. This extensive range of features positions AtomCode as an indispensable resource for developers aiming to improve efficiency and adaptability in their programming endeavors, making it a comprehensive solution that addresses a wide array of coding needs.

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Integrations Supported

OpenAI
Anthropic

Integrations Supported

OpenAI
AtomGit
Claude
Claude Duet
Claude for Legal
DeepSeek
GLM-4.1V
Git
OAuth
Ollama
Qwen
SiliconFlow

API Availability

API Availability

Has API

Pricing Information

Evaluation use is free under the Zerg Source Available License. Personal, educational, research, and nonprofit use is also permitted under its terms. Other commercial use requires a separate signed license. Model usage is billed separately through ZergAI or directly by the selected provider when users supply their own API keys.
Free Version

Pricing Information

Free
Free Version

Supported Platforms

Windows
Mac
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Zerg AI

Date Founded

2021

Company Location

United States

Company Website

zergai.com/ztc

Company Facts

Organization Name

AtomGit

Date Founded

2023

Company Location

China

Company Website

atomcode.atomgit.com

Categories and Features

AI Coding Agents

Not specified

Categories and Features

AI Coding Agents

Not specified

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