Orkas vs deepchat
Local-first desktop AI agent projects compared
Orkas and deepchat are desktop apps for working with AI models and agents in a local-first workspace. Orkas centers on a Commander that plans and delegates tasks to specialist agents, while deepchat focuses on model chat, resumable agent sessions, tools, Skills, and remote session control.
Orkas: Coordinate AI Agent Teams from a Desktop App
Orkas is a local-first desktop app for directing a Commander and specialist AI agents from one chat. It suits people who want to coordinate research, document work, and coding tools locally, using their own model keys.
deepchat: Local-First AI Agent Desktop Client with Electron
DeepChat is a local-first AI agent desktop client built with Electron and Vue for Windows, macOS, and Linux. It brings model providers, agent tools, Skills, MCP, ACP agents, and remote messaging control into one app.
| Orkas | deepchat | |
|---|---|---|
| Language | JavaScript | TypeScript |
| License | MIT | Apache-2.0 |
| Stars | 2.1k | 6.4k |
| Forks | 88 | 756 |
| Last analyzed | Oct 4, 2026 | Oct 18, 2026 |
Key differences
- Orkas uses a Commander to coordinate specialist agents on parallel or sequential tasks; deepchat runs agent sessions users can inspect and resume.
- Orkas includes nine specialist agents and offers more through a marketplace; deepchat supports reusable Skills and compatible ACP agents.
- Orkas supports multiple model providers, OpenAI-compatible local endpoints, and supported external CLI agents; deepchat connects to cloud providers and local Ollama models.
- Orkas is written in JavaScript and is MIT licensed; deepchat is written in TypeScript and is Apache-2.0 licensed.
- Orkas documents desktop builds for macOS and Windows, with Linux use from source; deepchat runs on Windows, macOS, and Linux.
- Orkas emphasizes local document retrieval and keeping conversations, keys, and files on-device; deepchat offers remote session control through configured messaging integrations. Hosted model calls in either app involve the selected provider.
Choose Orkas if you…
- want a Commander to delegate connected tasks across specialist agents.
- need local document retrieval and storage for conversations, keys, and files.
- want to run supported external CLI agents alongside model providers or local endpoints.
Choose deepchat if you…
- want to inspect and resume structured agent sessions.
- need MCP tools, reusable Skills, or compatible ACP agents in a desktop workspace.
- want to control active sessions through configured messaging channels or use local Ollama models.
Compare the numbers side by side, or add more projects
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.