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Honest comparison

Orkas vs Cline:
a multi-agent desktop team, or a coding agent in your editor.
Orkas x Cline:
uma equipe desktop multiagente ou um agente de codificação em seu editor.
Orkas vs Cline:
一支多 agent 桌面团队,还是编辑器里的一个编码 agent。
Orkas vs Cline:
マルチエージェントのデスクトップチームか、エディタ内のコーディングエージェントか。

Cline and Orkas are both open-source, bring-your-own-key AI agents that run on your own machine — and on those three things they're equivalent. The difference is shape and scope. Cline is an open-source AI coding agent that lives inside your IDE (VS Code): it autonomously reads and edits your repo, runs commands, and supports MCP — purpose-built for software engineering in your editor. Orkas is an open-source, local-first, multi-agent desktop app: a lead agent directs a team of sub-agents across many task types — research, content, ops, and dev. There's no winner here — pick by what you do, and many people run both.Cline e Orkas são agentes de IA open source, com sua própria chave que são executados em sua própria máquina - e nessas três coisas eles são equivalentes. A diferença é forma e escopo. Cline é um agente de codificação open source AI que reside dentro de seu IDE (VS Code): ele lê e edita seu repositório de forma autônoma, executa comandos e oferece suporte a MCP - desenvolvido especificamente para engenharia de software em seu editor. Orkas é um aplicativo desktop multiagente open source, local-first: um agente líder dirige uma equipe de subagentes em vários tipos de tarefas - pesquisa, conteúdo, operações e desenvolvimento. Não há vencedor aqui – escolha pelo que você faz, e muitas pessoas administram ambos. Cline 和 Orkas 都是开源、自带模型 Key、运行在你自己机器上的 AI agent——在这三点上两者等价。区别在形态与范围。Cline 是一个开源的 AI 编码 agent,活在你的 IDE(VS Code)里:自主读写你的仓库、执行命令、支持 MCP——专为编辑器内的软件工程而造。Orkas 是一款开源、本地优先、多 agent 的桌面应用:主 agent 指挥一支子 agent 团队,覆盖研究、内容、运维、开发等多类任务。这里没有赢家——按你要做的事来选,很多人两个都用。 Cline と Orkas はどちらもオープンソースで、自分の鍵を使い、あなたのマシン上で動く AI エージェントです。その3点では同等です。違いは形と範囲にあります。Cline は IDE(VS Code)内で動くオープンソースの AI コーディングエージェントで、リポジトリを自律的に読み書きし、コマンドを実行し、MCP に対応します。エディタ内のソフトウェア開発のために作られています。Orkas はオープンソースでローカルファースト、マルチエージェントのデスクトップアプリで、リードがサブエージェントのチームを指揮し、リサーチ・コンテンツ・運用・開発など多様なタスクをこなします。ここに勝者はいません。やることで選んでください。両方使う人も多いです。

Side by side

Orkas vs Cline, capability by capability

No cherry-picking — where Cline leads or they tie, the table says so.

CapabilityOrkasThis siteClineOpen source
Form factorDesktop GUI app (macOS / Windows)IDE extension (VS Code)
Primary focusGeneral multi-agent work — research, content, ops, devSoftware engineering in your editor & repo
Agent modelLead agent + sub-agent team you direct by chatSingle coding agent (Plan / Act)
Open sourceYes (MIT), fully auditableYes (Apache-2.0)
Model accessBYO key, any provider — direct, no proxyBYO key, any provider — direct, no proxy
InterfaceStandalone chat GUI + agent/skill marketplaceInside your code editor
Deep in-editor/repo codingVia agents & external coding CLIsNative in your editor, best-in-class
Runs locally (local-first)Yes, on your machineYes, in your editor
Extend withBuilt-in agent & skill marketplace, MCPMCP servers & community config

Both are open-source, BYO-key, and run on your machine — so openness, model freedom, and local execution tie. The decision is shape and scope: Cline is purpose-built for autonomous coding right inside your editor, while Orkas is a standalone multi-agent desktop team spanning research, content, ops, and dev — directed by chat. Many people use both: Cline in the editor, Orkas for the wider workflow.

When to choose which

Pick by what you value, not by a winner

Choose Orkas if…

  • You want a general multi-agent GUI team across task types — research, content, ops, and dev — not only coding in an editor.
  • You want a standalone desktop app where a lead agent coordinates reusable sub-agents you direct by chat.
  • You want a marketplace of agents and skills, and the option to orchestrate external coding CLIs as agents.

Choose Cline if…

  • You live in VS Code and want an autonomous coding agent working directly in your open repo.
  • You want a Plan/Act coding flow with file edits, terminal commands, and MCP, right in the editor.
  • Your work is mostly software engineering, and a single coding-focused agent fits better than a multi-agent team.
FAQ

Cline alternative — your questions

Is Orkas an alternative to Cline?Orkas é uma alternativa ao Cline? Orkas 是 Cline 的替代品吗? Orkas は Cline の代替ですか?

They're different shapes, so it's not a straight swap. Cline is an open-source AI coding agent that runs inside your IDE (VS Code), autonomously reading and editing your repo and running commands. Orkas is an open-source, multi-agent desktop app where a lead agent directs a team of sub-agents across many task types — research, content, ops, and dev. If you want a broader multi-agent team beyond coding, Orkas is the alternative; for deep in-editor coding, Cline stays best-in-class.Eles têm formatos diferentes, então não é uma troca direta. Cline é um agente de codificação open source AI que roda dentro de seu IDE (VS Code), lendo e editando autonomamente seu repositório e executando comandos. Orkas é um aplicativo desktop multiagente open source onde um agente líder dirige uma equipe de subagentes em vários tipos de tarefas - pesquisa, conteúdo, operações e desenvolvimento. Se você deseja uma equipe multiagente mais ampla além da codificação, Orkas é a alternativa; para codificação profunda no editor, Cline continua sendo o melhor da categoria. 两者形态不同,因此不是简单替换。Cline 是一个开源的 AI 编码 agent,运行在你的 IDE(VS Code)里,自主读写你的仓库、执行命令。Orkas 是一款开源、多 agent 的桌面应用,主 agent 指挥一支子 agent 团队,覆盖研究、内容、运维、开发等多类任务。如果你想要一支超越编码的更广多 agent 团队,Orkas 是替代项;而深度的编辑器内编码,Cline 仍是一流之选。 両者は形が異なるため、単純な置き換えではありません。Cline は IDE(VS Code)内で動くオープンソースの AI コーディングエージェントで、リポジトリを自律的に読み書きし、コマンドを実行します。Orkas はオープンソースでマルチエージェントのデスクトップアプリで、リードがサブエージェントのチームを指揮し、リサーチ・コンテンツ・運用・開発など多様なタスクをこなします。コーディングを超えた幅広いチームが欲しいなら Orkas が代替で、エディタ内の深いコーディングは Cline が最高峰のままです。

Are both Orkas and Cline open-source and bring-your-own-key?Orkas e Cline são open source e com sua própria chave? Orkas 和 Cline 都开源、都自带模型 Key 吗? Orkas と Cline はどちらもオープンソースで自分の鍵を使いますか?

Yes. Both are open source (Orkas is MIT; Cline is Apache-2.0) and both are bring-your-own-key, so you connect your own model provider and your traffic goes straight to it — neither resells model access. On these properties they're equivalent; the real differentiator is a standalone multi-agent desktop app vs a single coding agent inside your editor.Sim. Ambos são open source (Orkas é MIT; Cline é Apache-2.0) e ambos usam sua própria chave, então você conecta seu próprio provedor de modelo e seu tráfego vai direto para ele - nenhum deles revende o acesso ao modelo. Nessas propriedades elas são equivalentes; o verdadeiro diferencial é um aplicativo desktop multiagente independente em comparação com um único agente de codificação dentro do seu editor. 是。两者都开源(Orkas 是 MIT,Cline 是 Apache-2.0),也都自带模型 Key——你接入自己的模型供应商,流量直达它,谁都不转卖模型额度。在这些点上两者等价;真正的区分点是「独立的多 agent 桌面应用」vs「编辑器里的单个编码 agent」。 はい。どちらもオープンソース(Orkas は MIT、Cline は Apache-2.0)で、どちらも自分の鍵を使います。自分のモデルプロバイダーに接続し、通信は直接そこへ向かいます。どちらもモデルアクセスを転売しません。これらの点では同等で、本当の違いは独立したマルチエージェントのデスクトップアプリか、エディタ内の単一コーディングエージェントかです。

Which is better for coding?O que é melhor para codificação? 编码方面哪个更好? コーディングにはどちらが向いていますか?

For autonomous coding right inside your editor — reading and editing files in your open VS Code workspace, running commands, with Plan/Act flow and MCP — Cline is excellent and purpose-built. Orkas is a broader multi-agent team that handles research, content, and ops as well as dev, and can drive external coding CLIs as agents. They solve different problems.Para codificação autônoma diretamente em seu editor – lendo e editando arquivos em seu espaço de trabalho aberto do VS Code, executando comandos, com fluxo Planejar/Agir e MCP – Cline é excelente e desenvolvido especificamente. Orkas é uma equipe multiagente mais ampla que lida com pesquisa, conteúdo e operações, bem como desenvolvimento, e pode conduzir CLIs de codificação externa como agentes. Eles resolvem problemas diferentes. 如果是直接在编辑器里自主编码——在你打开的 VS Code 工作区里读写文件、执行命令,配合 Plan/Act 流程与 MCP——Cline 非常出色,且为此而生。Orkas 是一支更广的多 agent 团队,除开发外还覆盖研究、内容、运维,并能把外部编码 CLI 作为 agent 编排。两者解决的是不同的问题。 エディタ内で自律的にコーディングする用途(開いている VS Code ワークスペースのファイルを読み書きし、コマンドを実行し、Plan/Act フローと MCP を使う)には、Cline は優秀で専用設計です。Orkas は開発に加えてリサーチ・コンテンツ・運用までこなす、より幅広いマルチエージェントのチームで、外部のコーディング CLI を エージェントとして編成できます。両者は異なる問題を解決します。

Can I use Orkas and Cline together?Posso usar Orkas e Cline juntos? 我可以同时用 Orkas 和 Cline 吗? Orkas と Cline を併用できますか?

Yes, and many people do. Keep Cline in your editor for hands-on, in-repo coding, and use Orkas as the standalone desktop team for the wider workflow — research, drafting, ops, and coordinating multiple sub-agents. Both are local-first and bring-your-own-key, so neither locks you in.Sim, e muitas pessoas fazem. Mantenha Cline em seu editor para codificação prática no repositório e use Orkas como equipe desktop independente para o workflow mais amplo - pesquisa, rascunho, operações e coordenação de vários subagentes. Ambos são local-first e com sua própria chave, portanto nenhum deles prende você. 可以,很多人就是这么用的。把 Cline 留在编辑器里做仓库内的动手编码,用 Orkas 作为独立的桌面团队处理更广的工作流——研究、起草、运维,以及协调多个子 agent。两者都本地优先、自带 Key,谁都不会把你锁死。 はい、多くの人がそうしています。Cline はエディタ内でのリポジトリ内コーディングに使い、Orkas はより広いワークフロー(リサーチ・下書き・運用、複数サブエージェントの調整)のための独立したデスクトップチームとして使います。どちらもローカルファーストで自分の鍵を使うため、囲い込みはありません。

Own your AI, end to end

Orkas is open source and local-first. Read the code, then run it on your machine.