Ruflo

Ruflo is an open-source agent meta-harness for teams that want one workspace for multi-agent planning, Claude Code plugins, MCP tooling, memory, and autonomous workflow coordination. The project is built around a CLI and plugin system rather than a single chat UI. Developers can start with the lightweight Claude Code plugin path, or run the fuller npx ruflo init workflow that writes project files, registers an MCP server, adds hooks, and installs the broader Ruflo loop. The practical pitch is simple: Ruflo gives agent builders a scaffold for turning several model calls and local tools into an organized working system. The README describes 98+ agents, 60+ commands, 30 skills, MCP server support, hooks, vector memory, background workers, plugin marketplace integrations, multi-provider routing, and agent federation. For a builder, that means Ruflo is less about asking one assistant a question and more about setting up a repeatable agent operating layer around a codebase or research project. Ruflo is strongest when you already work inside Claude Code, Codex, or another agentic coding environment and want a standard way to launch swarms, persist context, audit readiness, and wire commands into daily work. The project exposes plugin tracks for core orchestration, swarm coordination, RAG memory, autopilot loops, research planning, neural-trading experiments, security checks, and web UI experiments. It also documents a Claude Code MCP command, so the same project can expose tools to an MCP-compatible client. Because Ruflo is a fast-moving open-source repo, buyers should treat it like developer infrastructure, not polished SaaS. The GitHub API showed more than 68,000 stars, over 8,000 forks, and hundreds of open issues at the time of this run. That is a strong adoption signal, but it also means users should test upgrades, pin versions, and read the install notes before adding the full CLI scaffold to production repositories. Pricing is straightforward: the Ruflo codebase is MIT-licensed and free to use, while any connected model providers, hosting, or paid agent clients remain separate costs. The best fit is an advanced builder or platform team that wants to experiment with repeatable multi-agent workflows without writing the entire harness from scratch. Before adopting Ruflo, start in a disposable repository and compare the plugin path against the full CLI path. The plugin path is safer for a small trial because it avoids writing a complete workspace scaffold. The full CLI path is better when the goal is to evaluate swarms, MCP tools, hooks, and background workers together. Either way, review generated files before committing them and pin versions for repeatable team use.