Ruflo
AIOpen-source agent meta-harness for Claude Code and Codex adding swarms, self-learning memory, MCP tools and security guardrails.
Ruflo
Open-source agent meta-harness for Claude Code and Codex adding swarms, self-learning memory, MCP tools and security guardrails.
About Ruflo
Ruflo, formerly Claude Flow, is an MIT-licensed meta-harness that wraps Claude Code and Codex with coordination, memory and controls. A single npx ruflo init adds 100+ specialized agents, coordinated swarms, self-learning memory, federated communication across machines and enterprise security guardrails. It exposes an MCP server with hundreds of tools so Codex or any MCP-enabled client can use it, and ships a console and terminal UI covering overview, cost, swarm, events and missions. Hooks route tasks and learn from successful patterns in the background, so developers keep using Claude Code normally. Local vector retrieval and contrastive learning can run without an LLM.
Key Features
Use Cases
Frequently asked questions about Ruflo
What is Ruflo?
Open-source agent meta-harness for Claude Code and Codex adding swarms, self-learning memory, MCP tools and security guardrails.
How does Ruflo work?
Ruflo works by combining Agent Swarms: Over 100 specialized agents self-organize into coordinated swarms to split up and run complex tasks., Self-Learning Memory: Remembers across sessions and learns from successful trajectories using local vector retrieval and contrastive updates., MCP Server: Run npx ruflo mcp start to expose Ruflo's tools to Codex or any MCP-enabled client., Claude Code Plugins: Core tools, a visual console and runtime mods add routing and policy enforcement inside Claude Code., Terminal UI Console: Shows Overview, Cost, Swarm, Events and Missions pages, and also runs standalone. to help users with Large Refactors: Split a big codebase change across a swarm of specialist agents., Persistent Project Context: Keep knowledge across Claude Code sessions with vector memory., Multi-Client Setups: Connect Codex or other MCP clients to the same tool server., Cost Monitoring: Track spend and agent activity from the console during long runs., Multi-Machine Collaboration: Let agents on separate machines coordinate through federation..
What are the main features of Ruflo?
Key features include Agent Swarms: Over 100 specialized agents self-organize into coordinated swarms to split up and run complex tasks., Self-Learning Memory: Remembers across sessions and learns from successful trajectories using local vector retrieval and contrastive updates., MCP Server: Run npx ruflo mcp start to expose Ruflo's tools to Codex or any MCP-enabled client., Claude Code Plugins: Core tools, a visual console and runtime mods add routing and policy enforcement inside Claude Code., Terminal UI Console: Shows Overview, Cost, Swarm, Events and Missions pages, and also runs standalone..
Who is Ruflo for?
Ruflo is useful for anyone interested in Large Refactors: Split a big codebase change across a swarm of specialist agents., Persistent Project Context: Keep knowledge across Claude Code sessions with vector memory., Multi-Client Setups: Connect Codex or other MCP clients to the same tool server., Cost Monitoring: Track spend and agent activity from the console during long runs., Multi-Machine Collaboration: Let agents on separate machines coordinate through federation..
How much does Ruflo cost?
Ruflo is free to use.
How do I get started with Ruflo?
Visit https://github.com/ruvnet/ruflo to sign up and explore Ruflo.
Explore more AI Ai Agents tools
Browse all Ai Agents tools →Browse by use case: Automation & Productivity
Compare Ruflo: vs Scout by Fini · vs Harness² · vs The New Beings · vs Kai Resolve by Gleap