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View guide →Agent harness for multi-agent swarms: deploy, coordinate and federate autonomous workflows
ruflo is an open-source ai agents project by ruvnet (ruvnet/ruflo on GitHub). It has 74,132 GitHub stars and 8,810 forks, is released under the MIT license, and was last updated on GitHub on 8 October 2026.
Decide what you want from ruflo and check the README and requirements to confirm it fits your setup and TypeScript environment.
Clone the repository from GitHub (github.com/ruvnet/ruflo) or use the documented install channel if you do not need the source.
Follow the README quickstart to install dependencies and set any required configuration or credentials.
Work through the README's first example end to end, then adapt it to your own project or data.
Deploy intelligent multi-player swarms that coordinate autonomous workflows.
Agents learn from experience with adaptive, persistent memory across sessions.
Agents on different machines can securely coordinate, described as federation in the README.
Integrates vector retrieval so agents can search project knowledge.
Ships as Claude Code plugins, a CLI install, and an MCP server (98 agents, 60+ commands per the README).
A console to inspect runs, search logs, triage failures and replay agent work.
Start by getting the source and entering the project directory.
git clone https://github.com/ruvnet/ruflo.git
cd rufloRun the setup wizard in your project terminal.
npx ruflo@latest init wizardConfigure your MCP client with command npx and args -y ruflo@latest mcp start.
npx -y ruflo@latest mcp startIt is maintained by ruvnet and contributors on GitHub, where the repository github.com/ruvnet/ruflo is the canonical home for code, issues and releases.
Yes — it is open source under the MIT license. Read the license in the repository for what is permitted, including any conditions on redistribution or commercial use.
No Ruflo key — agents run through Claude Code or your MCP client using your own account or keys.
Compared with single-agent Claude Code: Ruflo adds swarm coordination, shared memory and federation on top of a single-agent harness.
Clone github.com/ruvnet/ruflo, follow the README quickstart to install it, and run the documented first example before adapting it to your own work.
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