ruflo
🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Ruflo is an agent meta-harness and orchestration framework for Claude Code, Codex, and compatible AI clients that coordinates multi-agent swarms, self-learning workflows, and federated autonomous systems. It extends model capabilities with 100+ specialized agents, vector memory (HNSW-indexed AgentDB), RAG integration, background workers, and zero-trust federation across machines. Developers install via npx or as Claude Code plugins to gain swarm coordination, persistent memory, goal planning, and enterprise security guardrails without changing their coding workflow.
Key Features
Use Cases
- 01Orchestrate multi-agent coding workflows where specialized agents handle testing, security audits, and documentation in parallel
- 02Build self-improving AI systems that learn optimal strategies from successful task trajectories and adapt over time
- 03Enable secure cross-organization agent collaboration with PII filtering and zero-trust federation for regulated industries
- 04Deploy autonomous background workers for continuous code quality monitoring, test gap detection, and security scanning
- 05Implement goal-oriented planning where plain-English objectives decompose into executable agent plans with A* pathfinding
- 06Maintain persistent agent memory across sessions with vector search for context retrieval and knowledge graph traversal
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ruflo — FAQ
What is Ruflo and what does it do?+
Ruflo is an agent orchestration meta-harness that gives Claude Code, Codex, and compatible AI clients the ability to coordinate multi-agent swarms, maintain persistent memory, learn from experience, and collaborate across machines. It functions as the execution layer around AI models, adding tools, memory, loops, sandboxes, and controls for production agent workflows.
How do I install Ruflo in Claude Code?+
Add the marketplace with /plugin marketplace add ruvnet/ruflo, then install plugins like /plugin install ruflo-core@ruflo. For full CLI capabilities including hooks, daemon, and MCP server, run npx ruflo@latest init wizard (works on all platforms) or curl the install script on macOS/Linux/WSL.
Which AI clients and platforms does Ruflo work with?+
Ruflo integrates natively with Claude Code and Codex via plugins and MCP protocol. It also supports Claude Desktop through MCP server registration, and works with any client that can call OpenAI-compatible endpoints or MCP tools, including custom agents and the hosted web UI at flo.ruv.io.
Do I need API keys or external services to use Ruflo?+
Ruflo runs locally without API keys for core orchestration, memory, and agent coordination. LLM provider integration (Claude, GPT, Gemini, Ollama) requires API keys for those specific services. The hosted web UI demo at flo.ruv.io works without keys for testing; self-hosting requires your own OpenRouter or compatible API credentials.
Is Ruflo free and open source?+
Yes, Ruflo is MIT licensed and fully open source on GitHub at ruvnet/ruflo. All 35 plugins, CLI tools, MCP servers, and the web UI source are freely available for self-hosting and modification.
What is agent federation and how does it work?+
Agent federation enables secure collaboration between AI agents running on different machines or organizations using zero-trust architecture with mTLS and ed25519 authentication. It automatically strips PII from outbound messages, scores peer trust based on behavior, and maintains audit trails for compliance with HIPAA, SOC2, and GDPR requirements.
How do I install ruflo?+
Open the source repository on GitHub and follow its README. ruflo is a plugin — MCP Agents Market links you directly to the official repo.
Is ruflo free?+
ruflo is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.