ruflo
The leading agent meta-harness for intelligent multi-player swarms and autonomous workflows
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Decision brief
Ruflo, a TypeScript-based meta-harness for deploying intelligent multi-agent systems, offers comprehensive support for autonomous workflows and conversational AI through adaptive memory and RAG (Retrieval-Augmented Gener
Good fit when
- Use Ruflo when you need a full-featured setup including the MCP server, hooks, daemon, and extensive capabilities like memory storage and swarm initialization as these features are tightly integrated.
- Ruflo is ideal for projects requiring autonomous agent behavior with adaptive learning mechanisms or those who wish to experiment with advanced multi-agent system configurations.
Avoid when
- Avoid using Ruflo in scenarios where you only require limited functionality from an agent meta-harness. The extensive features and integrations might introduce unnecessary complexity or overhead.
- Do not use Ruflo if quick setup without deep integration is preferred; its comprehensive nature requires more time for installation compared to simpler frameworks that offer just a few key functions.
- Pricing:
- freemium - As MIT-licensed open-source tool, Ruflo is freely accessible. However, for extended features or support, enterprises might opt into paid tiers or services from contributors.
Observed Jul 11, 2026 · Source: enrich:decision_facts
Verify the decision
Adoption
Package downloads where a registry match exists. GitHub stars (68,322) are secondary evidence.
- npm downloads (30d)
- 77,985·npm downloads API·today
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of today
- Provenance
- Not a fork · Personal account
- As of today
- Security (OSV)
- No criticals
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
npm install rufloHow it fits your stack(24)
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Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Ruflo is an advanced agentic framework that enables the deployment of intelligent, multi-agent systems including conversational AI and self-learning capabilities through adaptive memory and RAG integration.
Capability facts
- CLI
- CLI entrypoint
Source: package.json:bin|scripts · Aug 19, 2026
- MCP server
- No MCP server detected
Source: repo_scan · Aug 19, 2026
- Languages
- typescript, javascript
Source: github.language+package.json · Aug 19, 2026
Categories
Graph entities
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 19, 2026)
| | **Claude Code Plugin** | **CLI install (`npx ruflo init`)** |Source link
Tags
README
Quick Start
There are two different install paths with very different surface areas. Pick based on what you need (#1744):
| Claude Code Plugin | CLI install (npx ruflo init) | |
|---|---|---|
| What it gives you | Slash commands + a few skills + agent definitions per-plugin | Full Ruflo loop — 98 agents, 60+ commands, 30 skills, MCP server, hooks, daemon |
| Files in your workspace | Zero | .claude/, .claude-flow/, CLAUDE.md, helpers, settings |
| MCP server registered | Only if ruflo-core is installed (it ships its own .mcp.json) — most other plugins don't | Yes |
| Hooks installed | No | Yes |
| Best for | Try a single plugin's commands without committing to the full install | Production use — everything works as documented |
Install core + any plugins you need
/plugin install ruflo-core@ruflo /plugin install ruflo-swarm@ruflo /plugin install ruflo-rag-memory@ruflo /plugin install ruflo-neural-trader@ruflo
This adds slash commands and agent definitions. `ruflo-core` (installed above) does register its own MCP server on install — 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.
<details>
<summary><strong>🔌 All 35 plugins</strong></summary>
#### Core & Orchestration
| Plugin | What it does |
|--------|-------------|
| [**ruflo-core**](plugins/ruflo-core/README.md) | Foundation — server, health checks, plugin discovery |
| [**ruflo-swarm**](plugins/ruflo-swarm/README.md) | Coordinate multiple agents as a team |
| [**ruflo-autopilot**](plugins/ruflo-autopilot/README.md) | Let agents run autonomously in a loop |
| [**ruflo-loop-workers**](plugins/ruflo-loop-workers/README.md) | Schedule background tasks on a timer |
| [**ruflo-workflows**](plugins/ruflo-workflows/README.md) | Reusable multi-step task templates |
| [**ruflo-federation**](plugins/ruflo-federation/README.md) | Agents on different machines collaborate securely |
#### Memory & Knowledge
| Plugin | What it does |
|--------|-------------|
| [**ruflo-agentdb**](plugins/ruflo-agentdb/README.md) | Fast vector database for agent memory |
| [**ruflo-rag-memory**](plugins/ruflo-rag-memory/README.md) | Smart retrieval — hybrid search, graph hops, diversity ranking |
| [**ruflo-rvf**](plugins/ruflo-rvf/README.md) | Save and restore agent memory across sessions |
| [**ruflo-ruvector**](plugins/ruflo-ruvector/README.md) | [`ruvector`](https://npmjs.com/package/ruvector) — GPU-accelerated search, Graph RAG, 103 tools |
| [**ruflo-knowledge-graph**](plugins/ruflo-knowledge-graph/README.md) | Build and traverse entity relationship maps |
#### Intelligence & Learning
| Plugin | What it does |
|--------|-------------|
| [**ruflo-intelligence**](plugins/ruflo-intelligence/README.md) | Agents learn from past successes and get smarter |
| [**ruflo-graph-intelligence**](plugins/ruflo-graph-intelligence/) | Sublinear graph reasoning — PageRank, delta updates, complexity-aware execution (ADR-123) |
| [**ruflo-daa**](plugins/ruflo-daa/README.md) | Dynamic agent behavior and cognitive patterns |
| [**ruflo-ruvllm**](plugins/ruflo-ruvllm/README.md) | Run local LLMs (Ollama, etc.) with smart routing |
| [**ruflo-goals**](plugins/ruflo-goals/README.md) | Break big goals into plans and track progress |
#### Code Quality & Testing
| Plugin | What it does |
|--------|-------------|
| [**ruflo-testgen**](plugins/ruflo-testgen/README.md) | Find missing tests and generate them automatically |
| [**ruflo-browser**](plugins/ruflo-browser/README.md) | Automate browser testing with Playwright |
| [**ruflo-jujutsu**](plugins/ruflo-jujutsu/README.md) | Analyze git diffs, score risk, suggest reviewers |
| [**ruflo-docs**](plugins/ruflo-docs/README.md) | Generate and maintain docum
For agents
This page has a .md twin and JSON over the API.