Orkas
★ 2.2k
vs
ruflo
★ 78.4k
Orkas vs ruflo
Orkas: Orkas is an open-source, local-first multi-agent desktop app. A Commander agent plans a goal and coordinates specialist agents, and can also drive external CLI agents such as Claude Code, Codex and OpenCode as local sessions. Conversations, files and API keys stay on your disk, and model calls go straight from your machine to the provider.; ruflo: Ruflo v3 is an enterprise AI orchestration platform for Claude-based multi-agent swarms, closely related to Claude Flow. It features an inter-agent consensus algorithm, vector database integration for persistent memory, self-learning workflows, and native Claude Code SDK integration. Designed for deploying autonomous agent pipelines at scale with shared state management.
01
TL;DR
OrkasMulti-Agent · ★ 2.2k
When to choose:
- You want a desktop app where one chat coordinates several agents, instead of writing orchestration code.
- You already use Claude Code, Codex or OpenCode and want one place to dispatch work to them.
- You want your data, keys and agents on your own disk, with your own model keys.
When to skip:
- You only want a single all-purpose chatbot; the README itself says Orkas is not for that.
- You want a code library to embed in your own app, or a fully hosted team: the README lists both as not a fit.
- You need Linux packages today: it runs from source on glibc 2.34+ only.
rufloMulti-Agent · ★ 78.4k
When to choose:
- You are a heavy Claude Code or Codex user and want several agents coordinated on one task, with memory across sessions.
- You want a console that tracks cost and tokens and lets you replay and compare runs.
- You want control levels (read, write, manage, full) with ask or auto approval.
When to skip:
- You want a light setup: the full CLI install adds many files and hooks to your workspace.
- You cannot read mods before installing: they run with your permissions and are not sandboxed.
- Context overhead matters: hundreds of MCP tools and many commands mean a steep learning curve.
02
Side-by-Side Comparison
Field
OrkasrufloCategory
Multi-Agent
Multi-Agent
Stars
★ 2.2k
★ 78.4k
License
MIT
MIT
Install Command
git clone https://github.com/Orkas-AI/Orkas.git && cd Orkas && ./run.sh
npx ruflo@latest init wizard
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
agent-collaboration, agent-harness, agent-orchestration
AI Orchestration, Multi-Agent System, Self-Learning AI
03
Features
Orkas01A Commander that plans a goal and dispatches it to specialist agents in parallel or in sequence; nine specialists ship with the app
02Drives external CLI agents (Claude Code, Codex, OpenCode, OpenClaw, Hermes-Agent) as local subprocesses from one chat
03Bring your own model keys: Claude, OpenAI, Gemini, DeepSeek, Kimi, GLM, Qwen and others, or a local OpenAI- or Anthropic-compatible endpoint
04Each agent keeps its own private skills and memory and improves through reflection after each task
05Local storage of conversations, files, knowledge bases and keys; macOS and Windows installers, Linux from source
ruflo01Adds a large set of specialised agents, commands, skills, hooks and an MCP server around Claude Code and Codex
02Agent swarms that self-organise and coordinate in the background through hooks
03Memory across sessions with local vector retrieval and learning from past runs
04Visual console to track workflows, agents, models, tokens and cost, with replay of runs
05Federation for agents on different machines to communicate
04
Use Cases
Orkas↳Turn one goal into research, a written report and a slide deck through a chain of specialist agents
↳Break a product spec into tasks and hand them to coding agents such as Claude Code or Codex
↳Chat with local documents and run data analysis without sending files to a vendor cloud
ruflo↳Running parallel Claude agent swarms for large-scale document processing
↳Building autonomous workflows that require inter-agent coordination and consensus
↳Deploying production AI pipelines with persistent vector memory across sessions
05
Best For
OrkasTrending
rufloMost Popular
FAQ
FAQ
What is the difference between Orkas and ruflo?
Both Orkas and ruflo are in the Multi-Agent category. Orkas has 2.2k stars, while ruflo has 78.4k stars.
Which is better, Orkas or ruflo?
The best choice depends on your use case. Choose Orkas if Turn one goal into research, a written report and a slide deck through a chain of specialist agents, and ruflo if Running parallel Claude agent swarms for large-scale document processing.
Is Orkas free or open source?
Yes, Orkas is open source on GitHub (MIT).
Is ruflo free or open source?
Yes, ruflo is open source on GitHub (MIT).
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