Ruflo

Name: Ruflo
Author: ruvnet

作者：ruvnet版本 3.75.0i★ 81,393i在你的电脑上运行

注册名称io.github.ruvnet/ruflo

安装

概览

作者提供的说明（英文原文）

Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数：意见、测量和人气是不同的东西。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i2 项中通过 2 项依据公开信息检查；尚未扫描代码
使用情况i广泛使用↓ 8万/周 · ★ 81,393

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

连接方式: 在你的电脑上运行
传输方式: stdio
分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：2 项中通过 2 项
在你的电脑上运行，拥有你的用户账户的权限（文件、网络、应用）。
注册中心没有列出需要填写的密钥。

你需要

npm已安装 Node.js（用于 npx 命令）

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

在上方选择你的应用。我们会记住它，下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config，把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "ruflo": {
      "command": "npx",
      "args": [
        "-y",
        "ruflo",
        "mcp",
        "start"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add ruflo -- npx -y ruflo mcp start

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "ruflo": {
      "command": "npx",
      "args": [
        "-y",
        "ruflo",
        "mcp",
        "start"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "ruflo": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "ruflo",
        "mcp",
        "start"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

这个服务器在你的电脑上运行，而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上，无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

它能做什么

它在你的电脑上运行；安装后，工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月10日

✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 ruvnet 验证，该账户拥有此仓库
✓ 通过
仍在维护
代码最后更新于今天
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
– 不适用
端点有响应
它在你的电脑上运行，没有互联网端点
– 不适用
使用 OAuth 登录
在你的电脑上运行，改用本地设置
… 尚未检查
工具描述中没有隐藏指令
它在你的电脑上运行；我们只能读取互联网端点的工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

星标数多于此分类中其他 5862 个服务器的 100%
发布到注册中心的时间比此分类中其他 5862 个服务器的 99% 更新
基础检查结果等于或优于此分类中其他 5862 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

Ruflo 安全吗？

它在 2 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

注册中心没有列出必需的密钥，不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端？

它在你的电脑上运行。你的 AI 应用会在需要时启动它，数据不会经过作者的服务器（除非它自己调用在线服务）。

它还在维护吗？

GitHub 仓库最后更新于今天，最新版本（3.75.0）于今天进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。

有什么可以替代它？

同一分类中有：Context7, Metabase, Codebase Memory

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：↓ 每周下载量i★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

Up-to-date docs for AI agents

作者：upstash广泛使用↓ 97.3万/周★ 6.4万昨天更新

电脑或云端

安装

Metabase

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

作者：metabase广泛使用★ 5万6个月前更新

在云端运行

安装

Codebase Memory

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

作者：DeusData广泛使用↓ 1.8万/周★ 4.8万24天前更新

在你的电脑上运行

安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

Ruflo

An agent meta-harness for Claude Code and Codex.

[📖 RuFlo Explained — Build an AI Team That Plans, Remembers, Tests, and Improves](../docs/ruflo-explained.md) A 14-chapter guide: from the basic idea to a first useful task, then memory, agent teams, plugins, cost and verification.

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 — 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.

One npx ruflo init gives Claude Code a nervous system: agents self-organize into swarms, learn from every task, remember across sessions, and — with federation — securely talk to agents on other machines without leaking data. You keep writing code. Ruflo handles the coordination.

Self-Learning / Self-Optimizing Agent Architecture

User --> Ruflo (CLI/MCP) --> Router --> Swarm --> Agents --> Memory --> LLM Providers ^ | +---- Learning Loop <-------+

New to Ruflo? You don't need to learn 406 MCP tools or 61 CLI commands. After init, just use Claude Code normally — the hooks system automatically routes tasks, learns from successful patterns, and coordinates agents in the background.

📖 Background — where the name comes from

Claude Flow is now Ruflo — named by rUv, 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 agentic architecture, running a supercharged Rust-based AI engine, embeddings, memory, and plugin system.

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

Path A — Claude Code Plugins (lite, slash commands only)

# Add the marketplace

/plugin marketplace add ruvnet/ruflo

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.

🔌 All 48 plugins

Core & Orchestration

Plugin	What it does
ruflo-core	Foundation — server, health checks, plugin discovery
ruflo-swarm	Coordinate multiple agents as a team
ruflo-autopilot	Let agents run autonomously in a loop
ruflo-loop-workers	Schedule background tasks on a timer
ruflo-workflows	Reusable multi-step task templates
ruflo-federation	Agents on different machines collaborate securely
ruflo-console	Cockpit inside Claude Code, and the `/ruflo` command for ruflo mods
ruflo-mods	In-process Claude Code mod — routing, learning signals, and policy checks
ruflo-ai-team	Tenant-isolated team that divides work and returns evidence
ruflo-agntcy	AGNTCY/Outshift transport and intent-scoped tool authorization
ruflo-bbs-federation	AgentBBS rooms so agents on different hosts can coordinate
ruflo-chatgpt-federation	ChatGPT federation publisher with its own signing keys
ruflo-x-gateway	Signed federation messages, channels, and work claims
ruflo-business-pods	Business-domain pod templates and a dry-run tick runner

Memory & Knowledge

Plugin	What it does
ruflo-agentdb	Fast vector database for agent memory
ruflo-rag-memory	Smart retrieval — hybrid search, graph hops, diversity ranking
ruflo-rvf	Save and restore agent memory across sessions
ruflo-ruvector	`ruvector` — GPU-accelerated search, Graph RAG, 103 tools
ruflo-knowledge-graph	Build and traverse entity relationship maps

Intelligence & Learning

Plugin	What it does
ruflo-intelligence	Agents learn from past successes and get smarter
ruflo-graph-intelligence	Sublinear graph reasoning — PageRank, delta updates, complexity-aware execution (ADR-123)
ruflo-daa	Dynamic agent behavior and cognitive patterns
ruflo-ruvllm	Run local LLMs (Ollama, etc.) with smart routing
ruflo-goals	Break big goals into plans and track progress
ruflo-deepseek-harness	Agents, commands, and skills for DeepSeek-backed workflows

Code Quality & Testing

Plugin	What it does
ruflo-testgen	Find missing tests and generate them automatically
ruflo-browser	Automate browser testing with Playwright
ruflo-jujutsu	Analyze git diffs, score risk, suggest reviewers
ruflo-rure	Static analysis of a local JS/Electron app you are authorized to study, with file and line evidence
ruflo-docs	Generate and maintain documentation automatically

Security & Compliance

Plugin	What it does
ruflo-security-audit	Scan for vulnerabilities and CVEs
ruflo-aidefence	Block prompt injection, detect PII, safety scanning
ruflo-protector	Optional watchdog for unattended agents — learn, notify, or enforce

Architecture & Methodology

Plugin	What it does
ruflo-adr	Track architecture decisions with a living record
ruflo-ddd	Scaffold domain-driven design — contexts, aggregates, events
ruflo-sparc	Guided 5-phase development methodology with quality gates

| [ruflo-metaharness](../plugins/ruflo-metaharness/RE

只显示了开头部分；其余内容请在仓库中阅读

Ruflo

概览

PopNx MCP 的三大支柱

它能帮你做什么

安装

安装之前

它能做什么

基础检查i

作者与仓库一致

仍在维护

有许可证

端点有响应

使用 OAuth 登录

工具描述中没有隐藏指令

与“搜索与 AI 记忆”中的其他服务器比较i

常见问题

替代选择

Context7

Metabase

Codebase Memory

作者的 README

Ruflo

Quick Start

Path A — Claude Code Plugins (lite, slash commands only)

Install core + any plugins you need

Core & Orchestration

Memory & Knowledge

Intelligence & Learning

Code Quality & Testing

Security & Compliance

Architecture & Methodology