v1.0 · Open source · MCP-native

Ruflo — Multi-Agent AI Orchestration Platform

Deploy intelligent AI swarms, coordinate autonomous workflows, share memory across agents, and build enterprise-grade AI systems with Ruflo.

Multi-Agent SwarmsShared MemoryMCP ReadyEnterprise SecurityLocal + DistributedOpen Source
swarm.execute()
7 agents · 12 edges · live
MCP HubCoderReviewerPlannerTesterMemoryContext
Why Ruflo?

The Multi-Agent AI Framework Built for Scale

Single-agent workflows hit walls quickly. Ruflo provides the orchestration layer needed to coordinate specialized AI agents in production.

Multi-Agent Swarms

Coordinate dozens or hundreds of specialized AI agents on a single task.

Shared Memory Engine

Persistent, versioned context every agent can read and write.

Federated Communication

Secure agent-to-agent messaging across machines and clusters.

MCP Integration

Native Model Context Protocol support across Claude, Cursor, Codex.

Autonomous Task Routing

Route work to the best agent based on role, load and skill.

Distributed Intelligence

Scale workflows across teams, machines and edge nodes.

Enterprise Security

Trust boundaries, signed messages, RBAC and audit logs.

Workflow Automation

Build autonomous pipelines with retries, branching and consensus.

Self-Learning Loops

Memory + feedback continuously improves agent behavior.

Architecture

How Multi-Agent Orchestration Works

A complete runtime for agent discovery, task routing, memory synchronization, and consensus.

01 / DISCOVERY & ROUTING

Agent Mesh Network

Agents register capabilities, roles, and load metrics. The orchestrator routes tasks to the best-suited agent dynamically.

02 / SHARED STATE

Vector + KV Memory

Shared memory layers provide long-term knowledge, session context, and agent-to-agent blackboard coordination.

03 / EXECUTION & MCP

Universal Tool Bus

Connect to Claude Code, Cursor, terminal tools, APIs, and custom MCP servers seamlessly with unified security policies.

Knowledge Base & Guides

Explore Multi-Agent Engineering Guides

In-depth architectural guides, real-world case studies, and tutorials for production AI orchestration.

Showing 1–6 of 40 ArticlesPage 1 of 7
What is Ruflo? A Complete Introduction to Multi-Agent AI Orchestration
Introduction 8 min read

What is Ruflo? A Complete Introduction to Multi-Agent AI Orchestration

Ruflo is an open-source multi-agent AI orchestration platform that coordinates swarms of specialized agents through shared memory, federated communication, and MCP integration.

2026-05-15Read Guide
How Multi-Agent AI Works: Architecture, Coordination and Memory
Architecture 8 min read

How Multi-Agent AI Works: Architecture, Coordination and Memory

A deep dive into how [multi-agent AI systems](/blog/what-is-ruflo) coordinate specialized agents through shared memory, message passing, and consensus to solve complex tasks.

2026-05-15Read Guide
Ruflo vs Single AI Agents: Why Coordination Wins
Comparison 7 min read

Ruflo vs Single AI Agents: Why Coordination Wins

Single-agent AI hits context, cost and reliability ceilings. Ruflo's multi-agent orchestration unlocks scale, lower token cost and better autonomous outcomes.

2026-05-15Read Guide
Ruflo for Claude Code: Supercharge Your AI Coding Workflow
Integrations 7 min read

Ruflo for Claude Code: Supercharge Your AI Coding Workflow

How Ruflo extends [Claude Code](/blog/ruflo-for-claude-code) with multi-agent swarms, persistent memory, MCP tools and autonomous task delegation.

2026-05-15Read Guide
What is AI Swarm Intelligence?
Concepts 6 min read

What is AI Swarm Intelligence?

AI swarm intelligence is the coordination of many specialized agents into collective problem-solvers. Learn topologies, consensus, and real-world applications.

2026-05-15Read Guide
AI Agent Orchestration Explained
Concepts 6 min read

AI Agent Orchestration Explained

Agent orchestration is the discipline of routing tasks, managing memory and coordinating tools across multiple AI agents. Here is how it works.

2026-05-15Read Guide

Build the next layer of AI infrastructure

Ruflo is open source and production-ready. Deploy your first swarm today.