openagent @ ruflo ~ $

cat README.md

ruflo

Open-source agent meta-harness for orchestrating multi-agent swarms with Claude, adaptive memory, and RAG integration.

# 58K Stars ยท 6.6K Forks ยท MIT License // verified 2026-06-03
ruflo/main
$pip install ruflo
Installing ruflo...
ruflo ready
$ruflo --help
Reading ruflo configuration & environment...
# core strengths

What makes ruflo different

โ—†

Workflow orchestration

ruflo surfaces workflow orchestration as a core capability in its published project metadata and source links.

This gives readers a starting point for evaluating whether the project fits their workflow before visiting the source repository or docs.
# quick start

Your first command

terminal
$pip install ruflo
# use cases

How developers use ruflo

01

Developer workflow

Use it as a candidate for developer workflow when the project facts, license, and official links match your deployment requirements.

# comparison

How ruflo compares

When to choose ruflo

Compare it with nearby agents by looking at hosting model, integration surface, license, and whether the official docs show the workflow you need.

# faq

Questions

Q: What is a meta-harness?

A meta-harness is an orchestration layer that manages multiple AI agents, coordinating their work, memory, and tool access.

Q: Does ruflo work with models other than Claude?

ruflo is primarily designed for Claude, with native Claude Code and Codex CLI integration.

Q: Is ruflo open source?

Yes, it is open source under the MIT license with 57K+ GitHub stars.