Ruflo
VerifiedMulti-agent harness for Claude swarms, memory, and workflows.
What is the Ruflo MCP server?
Ruflo provides the coordination layer for Claude Code and Codex users who need more than single-agent execution. After a simple init command, agents automatically route tasks, learn from outcomes, and maintain persistent memory without requiring manual tool management.
The system supports 100+ specialized agents that collaborate on complex workflows while keeping data local. It integrates directly with existing Claude Code sessions through hooks rather than exposing hundreds of individual MCP tools.
Install & connect
Add this to your MCP client config. Pick your client below and copy.
{
"mcpServers": {
"ruflo": {
"command": "npx",
"args": [
"-y",
"ruflo"
]
}
}
}Package: ruflo (npm)
Other ways to install
npx
npx -y rufloExample prompts
Once connected, try asking your AI client:
Security & permissions
Runs locally via stdio with Claude Code; requires no external API keys beyond your existing Claude access but stores agent memory and learned patterns on disk.
What you can do with Ruflo
Autonomous code projects
Let swarms of agents handle planning, implementation, testing, and documentation while you review results.
Cross-session memory
Maintain context and learned patterns across multiple Claude Code sessions without re-explaining requirements.
Federated agent teams
Coordinate agents running on different machines or networks with built-in security boundaries.
How to use Ruflo
- 1Install via npm with npx ruflo init
- 2Launch inside your Claude Code environment
- 3Let the hooks system activate automatically
- 4Use Claude normally while Ruflo coordinates agents in background
- 5Monitor swarm activity through the optional UI at flo.ruv.io
Ruflo: pros & cons
Pros
- +Seamless integration with existing Claude Code workflows
- +Strong emphasis on persistent memory and self-learning
- +Supports distributed agents across machines
- +Minimal new commands to learn after initial setup
Cons
- –No publicly documented individual MCP tools
- –Heavy reliance on Claude Code as the primary interface
- –Enterprise federation features may require additional configuration
Frequently asked questions
No. Ruflo works through background hooks so you continue using Claude Code normally.
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