{"repo":"ruvnet/ruflo","free":true,"listed":false,"github":"https://github.com/ruvnet/ruflo","clone":"git clone https://github.com/ruvnet/ruflo.git","description":"π 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","language":"TypeScript","stars":67986,"topics":["agentic-ai","agentic-framework","agentic-workflow","agents","ai-agents","ai-assistant","ai-coding","ai-skills","autonomous-agents","claude-code","codex","harness","mcp-server","multi-agent","multi-agent-systems","npm","skills","swarm","swarm-intelligence","typescript"],"license":"MIT","category":"agentic_framework","readme_excerpt":"\n\n[](https://cognitum.one/agentic-engineering)\n\n\n[](https://flo.ruv.io/)\n[](https://www.npmjs.com/package/ruflo)\n[](https://opensource.org/licenses/MIT)\n[](https://github.com/ruvnet/claude-flow)\n\n\n[](https://goal.ruv.io/)\n[](https://goal.ruv.io/agents)\n[](https://github.com/ruvnet/ruvector)\n[](https://github.com/ruvnet/ruflo/blob/main/data/clone-data.proof.json)\n[](https://github.com/ruvnet/ruflo/blob/main/data/clone-data.ledger.json)\n[](https://github.com/ruvnet/claude-flow)\n[](https://www.npmjs.com/package/@claude-flow/codex)\n\n# Ruflo\n\n**An agent meta-harness for Claude Code and Codex.**\n\n
\n\n> **Agent = Model + Harness.** The model writes; the harness gives it tools, memory, loops, sandboxes, and controls so it can actually work. **Ruflo is the harness** β the execution layer around Claude Code and Codex that adds 100+ specialized agents, coordinated swarms, self-learning memory, federated comms across machines, and enterprise security guardrails. So agents don't just run, they collaborate.\n\nOne `npx ruflo init` gives Claude Code a nervous system: agents self-organize into swarms, learn from every task, remember across sessions, and β with federation β securely talk to agents on other machines without leaking data. You keep writing code. Ruflo handles the coordination.\n\n```\nSelf-Learning / Self-Optimizing Agent Architecture\n\nUser --> Ruflo (CLI/MCP) --> Router --> Swarm --> Agents --> Memory --> LLM Providers\n ^ |\n +---- Learning Loop <-------+\n```\n\n> **New to Ruflo?** You don't need to learn 314 MCP tools or 26 CLI commands. After `init`, just use Claude Code normally β the hooks system automatically routes tasks, learns from successful patterns, and coordinates agents in the background.\n\n\nπ Background β where the name comes from
\n\n> Claude Flow is now Ruflo β named by [`rUv`](https://ruv.io), who loves Rust, flow states, and building things that feel inevitable. The \"Ru\" is the rUv. The \"flo\" is working until 3am. Underneath, powered by [`Cognitum.One`](https://cognitum.one/?RuFlo) agentic architecture, running a supercharged Rust-based AI engine, embeddings, memory, and plugin system.\n\n \n\n---\n\n\n\n## Quick Start\n\nThere are **two different install paths** with very different surface areas. Pick based on what you need (#1744):\n\n| | **Claude Code Plugin** | **CLI install (`npx ruflo init`)** |\n|---|---|---|\n| What it gives you | Slash commands + a few skills + agent definitions per-plugin | Full Ruflo loop β 98 agents, 60+ commands, 30 skills, MCP server, hooks, daemon |\n| Files in your workspace | **Zero** | `.claude/`, `.claude-flow/`, `CLAUDE.md`, helpers, settings |\n| MCP server registered | Only if `ruflo-core` is installed (it ships its own `.mcp.json`) β most other plugins don't | Yes |\n| Hooks installed | No | Yes |\n| Best for | Try a single plugin's commands without committing to the full install | Production use β everything works as documented |\n\n### Path A β Claude Code Plugins (lite, slash commands only)\n\n```bash\n# Add the marketplace\n/plugin marketplace add ruvnet/ruflo\n\n# Install core + any plugins you need\n/plugin install ruflo-core@ruflo\n/plugin install ruflo-swarm@ruflo\n/plugin install ruflo-rag-memory@ruflo\n/plugin install ruflo-neural-trader@ruflo\n```\n\nThis adds slash commands and agent definitions. `ruflo-core` (installed above) does register its own MCP server on install β its tools are callable as `mcp__plugin_ruflo-core_ruflo__*` (e.g. `mcp__plugin_ruflo-core_ruflo__memory_store`), not the bare `memory_store`/`swarm_init`/`agent_spawn` names the CLI-track scaffold uses. Other plugins generally don't ship their own MCP server. For the full loop with the CLI-track tool names, use Path B below.\n\n\nπ All 35 plugins
\n\n#### Core & Orchestration\n\n| Plugin | What it does |\n|--------|-------------|\n| [**ruflo-core**](plugins/ruflo-core/README.md) | Foundation β server, health checks, plugin discovery |\n| [**ruflo-swarm**](plugins/ruflo-swarm/README.md) | Coordinate multiple agents as a team |\n| [**ruflo-autopilot**](plugins/ruflo-autopilot/README.md) | Let agents run autonomously in a loop |\n| [**ruflo-loop-workers**](plugins/ruflo-loop-workers/README.md) | Schedule background tasks on a timer |\n| [**ruflo-workflows**](plugins/ruflo-workflows/README.md) | Reusable multi-step task templates |\n| [**ruflo-federation**](plugins/ruflo-federation/README.md) | Agents on different machines collaborate securely |\n\n#### Memory & Knowledge\n\n| Plugin | What it does |\n|--------|-------------|\n| [**ruflo-agentdb**](plugins/ruflo-agentdb/README.md) | Fast vector database for agent memory |\n| [**ruflo-rag-memory**](plugins/ruflo-rag-memory/README.md) | Smart retrieval β hybrid search, graph hops, diversity ranking |\n| [**ruflo-rvf**](plugins/ruflo-rvf/README.md) | Save and restore agent memory across sessions |\n| [**ruflo-ruvector**](plugins/ruflo-ruvector/README.md) | [`ruvector`](https://npmjs.com/package/ruvector) β GPU-accelerated search, Graph RAG, 103 tools |\n| [**ruflo-knowledge-graph**](plugins/ruflo-knowledge-graph/README.md) | Build and traverse entity relationship maps |\n\n#### Intelligence & Learning\n\n| Plugin | What it does |\n|--------|-------------|\n| [**ruflo-intelligence**](plugins/ruflo-intelligence/README.md) | Agents learn from past successes and get smarter |\n| [**ruflo-graph-intelligence**](plugins/ruflo-graph-intelligence/) | Sublinear graph reasoning β PageRank, delta updates, complexity-aware execution (ADR-123) |\n| [**ruflo-daa**](plugins/ruflo-daa/README.md) | Dynamic agent behavior and cognitive patterns |\n| [**ruflo-ruvllm**](plugins/ruflo-ruvllm/README.md) | Run local LLMs (Ollama, etc.) with smart routing |\n| [**ruflo-goals**](plugins/ruflo-goals/README.md) | Break big goals into plans and track progress |\n\n#### Code Quality & Testing\n\n| Plugin | What it does |\n|--------|-------------|\n| [**ruflo-testgen**](plugins/ruflo-testgen/README.md) | Find missing tests and generate them automatically |\n| [**ruflo-browser**](plugins/ruflo-browser/README.md) | Automate browser testing with Playwright |\n| [**ruflo-jujutsu**](plugins/ruflo-jujutsu/README.md) | Analyze git diffs, score risk, suggest reviewers |\n| [**ruflo-docs**](plugins/ruflo-docs/README.md) | Generate and maintain documentation automatically |\n\n#### Security & Compliance\n\n| Plugin | What it does |\n|--------|-------------|\n| [**ruflo-security-audit**](plugins/ruflo-security-audit/README.md) | Scan for vulnerabilities and CVEs |\n| 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