Deft
★ 635
vs
ruflo
★ 78.4k
Deft vs ruflo
Deft: Deft is a self-hostable, open-source workspace that integrates humans and AI agents in a shared environment for chat, tasks, knowledge, calendar, approvals, and receipts. It aims to unify fragmented tools like Slack, Notion, and task trackers, allowing AI agents to connect directly to the team's work record.; 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
DeftMulti-Agent · ★ 635
Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow.
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
DeftrufloCategory
Multi-Agent
Multi-Agent
Stars
★ 635
★ 78.4k
License
AGPL-3.0
MIT
Install Command
git clone https://github.com/Maneek21/Deft.git && cd Deft && docker compose build deft init doctor smoke && docker compose up -d && docker compose run --rm init
npx ruflo@latest init wizard
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Collaboration, AI Agents, Workspace
AI Orchestration, Multi-Agent System, Self-Learning AI
03
Features
Deft01Unified Workspace for Humans and AI: Shares chat, tasks, knowledge, calendar context, and approvals between people and AI agents.
02Comprehensive Productivity Tools: Includes real-time chat, task management (Board, Table, Timeline, Calendar, Pipeline views), and a robust knowledge base.
03Governed AI Agent Actions: Agents operate with approval tiers, trust levels, token scopes, and activity history, ensuring safe and accountable interactions.
04Provider-Neutral AI Integration: Supports OpenAI, Anthropic, OpenRouter, and local Ollama-style providers for flexible AI configuration.
05Extensible Module System: Allows developers to add domain-specific collections and applications while inheriting core workspace primitives.
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
Deft↳Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow.
↳Automating Workspace Tasks: AI agents can retrieve relevant context, draft changes, and update tasks or records within the shared workspace under human governance.
↳Centralizing Organizational Knowledge: Create a durable team memory by separating transient conversations from structured knowledge, accessible to both humans and agents.
↳Self-Hosting a Unified Productivity Platform: Companies can self-host a comprehensive workspace that combines chat, tasks, notes, calendar, and AI capabilities without vendor lock-in.
↳Building Custom Workspace Extensions: Developers can extend Deft's functionality by building custom modules that leverage the existing identity, permissions, and context system.
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
Deft—
rufloMost Popular
FAQ
FAQ
What is the difference between Deft and ruflo?
Both Deft and ruflo are in the Multi-Agent category. Deft has 635 stars, while ruflo has 78.4k stars.
Which is better, Deft or ruflo?
The best choice depends on your use case. Choose Deft if Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow., and ruflo if Running parallel Claude agent swarms for large-scale document processing.
Is Deft free or open source?
Yes, Deft is open source on GitHub (AGPL-3.0).
Is ruflo free or open source?
Yes, ruflo is open source on GitHub (MIT).
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