- CollectionAgent Harnesses & Operator Surfaces
- Classificationagent-native
- LicenseMIT
- MCPAvailable
- Agent SkillAvailable
- InterfacesAgent Skill · MCP · CLI
- Verified2026-10-19
What it does
Ruflo is an execution layer around Claude Code and Codex. It adds specialized agents, swarm topologies, background workers, persistent vector memory, self-learning trajectories, model routing, budgets, local/cloud execution, plugins, and a zero-trust federation layer for collaboration across machines or organizations. Codex remains the executor; Ruflo coordinates roles and stores reusable state around it.
Agent-facing interfaces
- Interaction pattern: CLI initialization + MCP + plugins/Skills
- Catalog protocols: Agent Skill, MCP, CLI
- MCP: ✅ Primary control surface
- Agent Skill: ✅ Bundled
- Onboarding type:
mcp
How agents onboard
Interaction pattern: CLI initialization + MCP + plugins/Skills
# Run in the target project
npx ruflo@latest init --codex
# Optional full skill surface
npx ruflo@latest init --codex --full
See the full onboarding section in the dossier.
Protocol surface
| Interface | Detail |
|---|---|
| CLI | npx ruflo@latest initialization, orchestration, memory, federation, and operations |
| MCP | Full CLI-track server plus namespaced plugin MCP tools |
| Codex adapter | @claude-flow/codex; generates guidance and registers MCP |
| Plugins/Skills | Marketplace plugins, agent definitions, commands, and skills |
| Federation | Authenticated cross-node agent messaging and trust lifecycle |
Verification
Last verified 2026-10-19.
Sources:
- https://api.github.com/repos/ruvnet/ruflo