io.github.ruvnet/flow-nexus MCP Server

The io.github.ruvnet/flow-nexus server is described as a “Cloud-powered AI platform” with multi-agent swarms, sandboxes, and workflow automation. The provided repository data also indicates it is “MCP-Compatible” and distributed via npm (npm-flow--nexus), with a stated version and download badge.

🛠️ Key Features

Multi-agent swarms
Sandboxes
Workflow automation
MCP compatibility (badge shown)

🚀 Use Cases

Building agentic workflows using multi-agent swarms
Running automated processes in a sandboxed environment

⚡ Developer Benefits

MCP-compatible integration (per badge)
Published on npm (flow-nexus), with version and download metrics shown

⚠️ Limitations

Only high-level functionality is provided (no specific MCP tools listed in the available fields)
No toolCount value or individual tool descriptions were included in the source data

🚀 Flow Nexus: Your Path to Digital Immortality

🌐 flow-nexus.ruv.io

Flow Nexus MCP NPM NPM Downloads AI Agents

The First Competitive Agentic System

bash

npx flow-nexus

🎁 New User Bonus: 256 rUv credits to start!

✨ Free Start • 🎮 Gamified Experience • 🚀 Instant Deploy • ♾️ Autonomous Operation

📖 Introduction

Flow Nexus: The first competitive agentic system that merges cloud elasticity with autonomous intelligence.

Agentic engineering is both a science to be mastered and an art to be practiced. Flow Nexus transforms that mastery into a lived experience: not just theory, but a challenge system where you learn by building, testing, and proving yourself in real-time. It feels less like documentation, more like a game; a path toward becoming a learned master of agents.

Using Claude Code/Desktop, OpenAI Codex, Cursor, GitHub Copilot, and other MCP-enabled tools, deploy autonomous agent swarms into cloud-hosted agentic sandboxes. Build, compete, and monetize your creations in the ultimate agentic playground. Earn rUv credits through epic code battles and algorithmic supremacy.

Flow Nexus combines the proven economics of cloud computing (pay-as-you-go, scale-on-demand) with the power of autonomous agent coordination. As the first agentic platform built entirely on the MCP (Model Context Protocol) standard, it delivers a unified interface where your IDE, agents, and infrastructure all speak the same language—enabling recursive intelligence where agents spawn agents, sandboxes create sandboxes, and systems improve themselves. The platform operates with the engagement of a game and the reliability of a utility service.

How It Works

Flow Nexus orchestrates three interconnected MCP servers to create a complete AI development ecosystem:

Autonomous Agents: Deploy swarms that work 24/7 without human intervention
Agentic Sandboxes: Secure, isolated environments that spin up in seconds
Neural Processing: Distributed machine learning across cloud infrastructure
Workflow Automation: Event-driven pipelines with built-in verification
Economic Engine: Credit-based system that rewards contribution and usage

🚀 Quick Start with Flow Nexus

bash

# 1. Initialize Flow Nexus only (minimal setup)
npx claude-flow@alpha init --force

# 2. Register and login (use MCP tools in Claude Code) 
# Via command line: 
npx flow-nexus@latest auth register -e pilot@ruv.io -p password

# Via MCP
mcp__flow-nexus__user_register({ email: "your@email.com", password: "secure" })
mcp__flow-nexus__user_login({ email: "your@email.com", password: "secure" })

# 3. Deploy your first cloud swarm
mcp__flow-nexus__swarm_init({ topology: "mesh", maxAgents: 5 })
mcp__flow-nexus__sandbox_create({ template: "node", name: "api-dev" })

MCP Setup

bash

# Add Flow Nexus MCP servers to Claude Desktop
claude mcp add flow-nexus npx flow-nexus@latest mcp start
claude mcp add claude-flow npx claude-flow@alpha mcp start
claude mcp add ruv-swarm npx ruv-swarm@latest mcp start

🔀 Two Ways to Build

Choose your path: Flow Nexus empowers both mission-driven innovators and profit-focused entrepreneurs. Whether you're solving global challenges or building the next unicorn, our platform provides the tools, community, and economic model to succeed.

🌍 Build for Impact	💼 Build for Scale
Make a Difference	Make it Profitable
🌡️ Climate modeling & environmental analysis	💳 Built-in payment infrastructure
🏥 Healthcare diagnostics & research tools	👑 Premium template royalties
📚 Educational content & learning systems	🏆 Tournament prizes & rewards
🏅 Verified badges & recognition	🤖 Autonomous revenue generation
💰 Grants & impact funding opportunities	📈 Subscription & usage fees
🤝 Open-source community contributions	🚀 Enterprise partnerships

✨ The beauty of Flow Nexus: You don't have to choose just one path. Many successful developers combine both approaches, building profitable businesses while making meaningful impact.

🎯 Platform Features

Everything you need to build, deploy, and scale autonomous AI systems:

Why Agentic Engineers Choose Flow Nexus

🚀 100+ MCP Tools	🎮 Learn & Earn	🤖 AI Swarms	💰 Free Credits	📚 Skill Growth
Complete AI development toolkit	Gamified challenges with rewards	Multi-agent orchestration	256 credits to start	Hands-on learning paths

Core Capabilities

🧠 Neural Networks	📦 Sandboxes	🔄 Workflows	🎮 Challenges
Distributed training	Instant deployment	Event-driven pipelines	Coding tournaments
WASM acceleration	Multiple runtimes	Message queues	Global leaderboards
Pre-built templates	Isolated execution	Parallel tasks	Instant rewards

🏪 Marketplace	📡 Monitoring	🔐 Enterprise	💡 Integration
Publish & monetize	Real-time streams	User management	MCP-compatible
Community templates	Performance metrics	Role-based access	REST API
One-click deploy	Health dashboards	Audit trails	NPM package

🎯 What Makes Flow Nexus Different

It's Not a Tool, It's a Journey

While others offer AI assistants, Flow Nexus offers a path to mastery. Every line of code you write, every challenge you complete, every swarm you deploy makes you stronger. Your agents learn. Your skills compound. Your reputation grows. This isn't about using AI; it's about becoming an agentic engineer.

Competition Drives Innovation

Traditional development is solitary. Flow Nexus is gladiatorial. Your code battles against others in real-time. Queen Seraphina, our AI judge, evaluates not just correctness but elegance, efficiency, and innovation. Winners earn credits, climb leaderboards, unlock achievements. Losers learn, adapt, and return stronger. Every deployment is a chance to prove yourself.

Agents That Actually Think

Deploy swarms that don't just execute commands but reason about problems. They decompose complex tasks, allocate resources, verify their own work, and optimize their performance over time. When a swarm encounters an error, it doesn't just fail; it analyzes, adapts, and tries alternative approaches. This is true autonomy: agents that think before they act.

Economic Reality, Not Fantasy

Every action costs credits. Every success earns them. This isn't arbitrary gamification; it mirrors the real economics of cloud computing. Learn to optimize costs while maximizing performance. Build efficient systems that generate revenue. Publish templates that earn royalties. The credits you earn here translate to real engineering wisdom about resource management and system design.

Immortality Through Code

Your creations live on in the marketplace. Every template you publish, every challenge you design, every neural network you train becomes part of the Flow Nexus DNA. Future engineers will build on your work, learn from your patterns, compete against your benchmarks. This is digital immortality: your engineering philosophy encoded and evolving forever.

💎 Core Value Propositions

🤖 Autonomy	⚡ Speed	🔐 Security	💰 Economics
Self-managing swarms	Instant provisioning	Isolated execution	Pay-per-second
Auto-optimization	< 1 second deploy	Full audit trails	Earn by contributing
24/7 operation	Parallel scaling	Schema validation	Free tier included

⚡ Technical Capabilities

The engineering details that power the magic. Flow Nexus delivers enterprise-grade infrastructure wrapped in a competitive gaming experience, where every technical decision impacts your performance, costs, and ranking.

Agentic Sandbox Environments

Feature	Description
Runtime Support	Node.js, Python, React, Next.js, custom containers
Provisioning Speed	< 1 second deployment, automatic cleanup
Security	Isolated execution, environment variable injection
Code Execution	Real-time streaming output, persistent file systems
Resource Management	Auto-scaling, quota enforcement, cost optimization

Multi-Agent Swarm Intelligence

Component	Options
Topologies	Mesh (peer-to-peer), Star (centralized), Ring (circular), Hierarchical (tree)
Agent Roles	Researcher, Coder, Analyst, Optimizer, Coordinator, Tester, Deployer
Consensus Protocols	DAA, Byzantine fault tolerance, Raft, Gossip
Scaling	Dynamic spawning, cross-swarm communication, load balancing
Coordination	Task decomposition, parallel execution, dependency management

Neural Network Infrastructure

Capability	Implementation
Distributed Training	Multi-node training across sandbox clusters
Performance	WASM/SIMD acceleration (3.2x speedup)
Model Library	Pre-built templates for classification, regression, NLP, vision
Autonomous Learning	DAA-enabled self-improvement through experience
Persistence	Automatic checkpointing, version control, state recovery

Workflow Automation Engine

Feature	Details
Triggers	GitHub webhooks, cron schedules, API calls, system events
Queue System	Message-based distribution with automatic retries
Resilience	State persistence, automatic resume from interruptions
Execution	Parallel task graphs with dependency resolution
Monitoring	Real-time tracking, audit logs, performance metrics

Economic & Gaming Infrastructure

System	Description
rUv Credits	Microtransaction-based resource allocation and rewards
AI Judge	Queen Seraphina evaluates code quality, performance, innovation
Marketplace	Publish templates, earn royalties, community contributions
Challenge Arena	Timed competitions, leaderboards, instant rewards
Achievements	Badges, tier upgrades, bonus credits for milestones

🔧 MCP Tools Reference

Flow Nexus is the first platform built entirely on MCP (Model Context Protocol). Every operation—from spawning agents to training neural networks—runs through MCP tools, enabling recursive intelligence where systems can understand, modify, and improve themselves.

The 70+ MCP tools below aren't just API endpoints; they're the building blocks of autonomous intelligence. Master them, and you master the future of software development.

🏪 App Store & Templates

javascript

mcp__flow-nexus__template_list             // List templates
mcp__flow-nexus__template_get              // Get template details
mcp__flow-nexus__template_deploy           // Deploy template
mcp__flow-nexus__app_store_list_templates  // Browse store
mcp__flow-nexus__app_store_publish_app     // Publish app
mcp__flow-nexus__app_get                   // Get app details
mcp__flow-nexus__app_update                // Update app
mcp__flow-nexus__app_search                // Search apps
mcp__flow-nexus__app_analytics             // View analytics
mcp__flow-nexus__app_installed             // List installed

🎮 Challenges & Gamification

javascript

mcp__flow-nexus__challenges_list           // List challenges
mcp__flow-nexus__challenge_get             // Get challenge
mcp__flow-nexus__challenge_submit          // Submit solution
mcp__flow-nexus__app_store_complete_challenge // Complete challenge
mcp__flow-nexus__leaderboard_get           // View leaderboard
mcp__flow-nexus__achievements_list         // List achievements
mcp__flow-nexus__app_store_earn_ruv        // Earn credits
mcp__flow-nexus__ruv_balance               // Check balance
mcp__flow-nexus__ruv_history               // Transaction history

📊 Real-time Monitoring

javascript

mcp__flow-nexus__execution_stream_subscribe // Subscribe to streams
mcp__flow-nexus__execution_stream_status   // Stream status
mcp__flow-nexus__execution_files_list      // List created files
mcp__flow-nexus__execution_file_get        // Get file content
mcp__flow-nexus__realtime_subscribe        // Database changes
mcp__flow-nexus__realtime_unsubscribe      // Unsubscribe
mcp__flow-nexus__realtime_list             // List subscriptions

💾 Storage & Persistence

javascript

mcp__flow-nexus__storage_upload            // Upload file
mcp__flow-nexus__storage_delete            // Delete file
mcp__flow-nexus__storage_list              // List files
mcp__flow-nexus__storage_get_url           // Get public URL

🔐 Authentication & Users

javascript

mcp__flow-nexus__auth_status               // Check auth status
mcp__flow-nexus__auth_init                 // Initialize auth
mcp__flow-nexus__user_register             // Register user
mcp__flow-nexus__user_login                // Login
mcp__flow-nexus__user_logout               // Logout
mcp__flow-nexus__user_verify_email         // Verify email
mcp__flow-nexus__user_reset_password       // Reset password
mcp__flow-nexus__user_update_password      // Update password
mcp__flow-nexus__user_upgrade              // Upgrade tier
mcp__flow-nexus__user_stats                // User statistics
mcp__flow-nexus__user_profile              // Get profile
mcp__flow-nexus__user_update_profile       // Update profile

💳 Payment & Credits

javascript

mcp__flow-nexus__check_balance             // Check credit balance
mcp__flow-nexus__create_payment_link       // Create payment link
mcp__flow-nexus__configure_auto_refill     // Setup auto-refill
mcp__flow-nexus__get_payment_history       // Payment history

🐙 GitHub Integration

javascript

mcp__flow-nexus__github_repo_analyze       // Analyze repository
mcp__flow-nexus__daa_agent_create          // Create DAA agent

📈 System & Health

javascript

mcp__flow-nexus__system_health             // System health check
mcp__flow-nexus__audit_log                 // View audit logs
mcp__flow-nexus__market_data               // Market statistics

👑 Seraphina AI Assistant

javascript

mcp__flow-nexus__seraphina_chat            // Chat with Queen Seraphina

💰 Credit System & Pricing

Flow Nexus operates on a transparent credit economy. Every action has a clear cost. Start with 356 free credits, earn more through achievements, or purchase packages when you need to scale.

Credit Costs by Category

🧠 Neural & AI	🤖 Swarms	🔧 Workflows	🐙 GitHub
Neural XL: 100 rUv	Swarm Init: 10 rUv	Pipeline Create: 35 rUv	Repo Analyze: 75 rUv
Neural Large: 50 rUv	Task Orchestrate: 5 rUv	Workflow Execute: 30 rUv	Release Coord: 50 rUv
Neural Medium: 25 rUv	Swarm Scale: 5 rUv	Workflow Create: 20 rUv	Workflow Auto: 50 rUv
Neural Small: 10 rUv	Agent Spawn: 3 rUv	Automation Setup: 25 rUv	Code Review: 40 rUv
Neural Predict: 10 rUv	Swarm Monitor: 3 rUv	Template Manage: 8 rUv	PR Management: 20 rUv

👑 Queen Seraphina	📦 Sandboxes	💾 Storage	🎮 Challenges
Premium (Opus): 20 rUv	Execute Code: 2 rUv	Upload File: 2 rUv	Submit Solution: 2 rUv
Advanced (Sonnet+): 8 rUv	Create Sandbox: 1 rUv	Storage Upload: 1 rUv	Daily Challenges: FREE
Standard (Sonnet): 4 rUv	Configure: 2 rUv	Get URL: 1 rUv	View Leaderboard: FREE
Basic: 2 rUv	Delete: 1 rUv	Delete File: 1 rUv	List Challenges: FREE

💎 Earn Credits

Welcome Bonuses	Challenge Rewards	Achievements
Registration: 100 rUv	🥇 1st Place: 500 rUv	App Publisher: 100 rUv
First-Time Bonus: 256 rUv	🥈 2nd Place: 300 rUv	First Steps: 50 rUv
Daily Login: 100 rUv	🥉 3rd Place: 100 rUv	Milestones: Varies
Total Start: 356 rUv	Expert Challenges: 1500-3000 rUv	Community Contrib: Varies

🆓 Always Free

Account	System	Discovery	Community
Authentication	Health Checks	Template Browsing	Leaderboards
Profile Management	System Status	Challenge Lists	Rankings

💡 Usage Examples

Example 1: Deploy AI Code Review Swarm

javascript

// Initialize swarm
await mcp__flow-nexus__swarm_init({
  topology: "hierarchical",
  maxAgents: 10
});

// Spawn review agents
await mcp__flow-nexus__agent_spawn({
  type: "reviewer",
  capabilities: ["code-quality", "security", "performance"]
});

// Orchestrate review task
await mcp__flow-nexus__task_orchestrate({
  task: "Review pull request #456",
  strategy: "parallel"
});

Example 2: Train Custom Neural Model

javascript

// Initialize neural cluster
await mcp__flow-nexus__neural_cluster_init({
  name: "training-cluster",
  architecture: "transformer",
  topology: "mesh"
});

// Start distributed training
await mcp__flow-nexus__neural_train_distributed({
  cluster_id: "cluster-123",
  dataset: "custom-dataset",
  epochs: 100,
  federated: true
});

Example 3: Create Development Sandbox

javascript

// Create sandbox
const sandbox = await mcp__flow-nexus__sandbox_create({
  template: "nextjs",
  env_vars: {
    API_KEY: "xxx",
    DATABASE_URL: "postgres://..."
  }
});

// Execute code
await mcp__flow-nexus__sandbox_execute({
  sandbox_id: sandbox.id,
  code: "npm run dev",
  language: "bash"
});

🛠️ CLI Commands

bash

npx flow-nexus [command] [options]

Core Commands

Command	Description	Example
`init`	Initialize new Flow Nexus project	`npx flow-nexus init`
`swarm`	Manage AI agent swarms	`npx flow-nexus swarm create mesh`
`challenge`	Browse and complete challenges	`npx flow-nexus challenge list`
`sandbox`	Manage cloud sandboxes	`npx flow-nexus sandbox create`
`credits`	Check rUv credit balance	`npx flow-nexus credits balance`
`auth`	Authentication management	`npx flow-nexus auth login`
`template`	Manage deployment templates	`npx flow-nexus template deploy`
`store`	App marketplace	`npx flow-nexus store list`
`profile`	Manage user profile & settings	`npx flow-nexus profile view`
`achievements`	View achievements & badges	`npx flow-nexus achievements`
`leaderboard`	View global rankings	`npx flow-nexus leaderboard`
`seraphina`	Chat with Queen Seraphina AI	`npx flow-nexus seraphina "How to deploy?"`
`workflow`	Automation workflows	`npx flow-nexus workflow create`
`monitor`	System monitoring	`npx flow-nexus monitor status`
`storage`	File storage management	`npx flow-nexus storage list`
`mcp`	MCP server management	`npx flow-nexus mcp start`
`system`	System check and validation	`npx flow-nexus system`
`deploy`	Deploy to production	`npx flow-nexus deploy`
`e2e`	Run end-to-end tests	`npx flow-nexus e2e`

Quick Examples

bash

# Start interactive mode
npx flow-nexus

# Initialize project with Flow Nexus
npx flow-nexus init

# Create a mesh topology swarm
npx flow-nexus swarm create mesh

# View available challenges
npx flow-nexus challenge list

# Check your rUv balance
npx flow-nexus credits balance

# Deploy a template
npx flow-nexus template deploy nextjs-saas

# Chat with Queen Seraphina
npx flow-nexus seraphina "How do I create a swarm?"

🎮 Interactive Modes

bash

npx flow-nexus

code

[QUICK START PROTOCOLS]

⚠️  Initialize your neural profile to unlock full capabilities:
   flow-nexus auth init
   flow-nexus auth register -e pilot@ruv.io -p your-password

[AVAILABLE COMMANDS]
  flow-nexus check      // System diagnostics
  flow-nexus swarm      // Deploy AI swarms
  flow-nexus sandbox    // Reality simulations
  flow-nexus challenge  // Combat training
  flow-nexus --help     // Command matrix

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
WELCOME TO THE NEXUS, OPERATOR
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

? 🎮 SELECT OPERATION MODE: (Use arrow keys)
❯ ⚡ SYSTEM CHECK - Verify all systems 
  🤖 SWARM CONTROL - Deploy AI agents 
  🎯 COMBAT TRAINING - Accept challenges 
  📦 SANDBOX REALITY - Create simulations 
  👑 QUEEN SERAPHINA - Seek royal guidance 
  💎 CREDIT STATUS - Check rUv balance 
  🚀 DEPLOYMENT - Launch to production 
(Move up and down to reveal more choices)

Operation Modes

Mode	Description	Key Features
🎯 Combat Training	Challenge system with AI judging	Daily challenges, tournaments, leaderboards
🛍️ App Store	Browse and deploy templates	One-click deploy, earn royalties, ratings
🤖 Swarm Control	Multi-agent orchestration	Real-time monitoring, topology optimization
📦 Sandbox Reality	Isolated execution environments	Instant provisioning, multiple runtimes
👑 Queen Seraphina	AI assistant and judge	Guidance, evaluation, wisdom

📦 Template Marketplace

Available Templates

Template	Cost	Description
Workflow Templates	8 rUv	Advanced workflow automation patterns
SaaS Starter	2 rUv	Complete SaaS boilerplate
AI Chatbot	2 rUv	ChatGPT-like interface
E-Commerce	2 rUv	Full shopping platform
Admin Panel	2 rUv	Dashboard with analytics
Swarm Templates	2 rUv	Pre-configured agent swarms
App Updates	2 rUv	Application version management
Analytics Dashboard	1 rUv	Real-time metrics visualization
App Store Install	1 rUv	One-click app deployment
Template Browser	FREE	Browse all available templates

bash

# List all templates (FREE)
npx flow-nexus template

# Deploy a template
npx flow-nexus template deploy

🎯 Common Workflows

Create and Deploy a Swarm

bash

# Using MCP tools in Claude Desktop:
1. Initialize swarm: swarm_init with topology "mesh"
2. Spawn agents: agent_spawn type "coder", "tester", "reviewer"
3. Orchestrate task: task_orchestrate "Build REST API"
4. Monitor progress: swarm_status

Complete a Challenge

bash

# Interactive CLI:
npx flow-nexus challenge

# Select a challenge, write solution, earn credits

Deploy a Template

bash

# Browse available templates
npx flow-nexus template

# Deploy your choice
# Costs 2 rUv per template

📊 Your Progress & Stats

Check Your Profile

bash

npx flow-nexus profile

# Shows:
- Developer level
- rUv credit balance
- Challenges completed
- Apps published
- Achievement badges
- Global ranking

View Achievements

bash

npx flow-nexus achievements

# Unlock badges for:
- First swarm deployed
- 10 challenges completed
- App with 5-star rating
- 1000 rUv earned
- Top 10 leaderboard

🆘 Getting Help

Built-in Help

bash

# General help
npx flow-nexus --help

# Command-specific help
npx flow-nexus swarm --help
npx flow-nexus challenge --help
npx flow-nexus mcp --help
npx flow-nexus auth --help

Queen Seraphina AI Assistant

bash

# Ask the AI mentor anything
npx flow-nexus chat

# Or use in MCP:
seraphina_chat with message "How do I create a swarm?"

Common Issues

Not enough credits?

bash

# Check balance
npx flow-nexus credits balance

# Complete challenges to earn credits
npx flow-nexus challenge list

# Daily login bonus (100 rUv)
npx flow-nexus auth login

MCP not working in Claude?

bash

# Test MCP server
npx flow-nexus mcp

# Should show: "MCP server running on stdio transport"

# List available tools
npx flow-nexus mcp tools

# Check system status
npx flow-nexus system

Authentication issues?

bash

# Check auth status
npx flow-nexus auth status

# Re-login if needed
npx flow-nexus auth login -e your@email.com -p password

🌟 Join the Community

Get Started Now

bash

npx flow-nexus

One Command. Real Tools. Actual Results.

Resources

📚 Documentation: flow-nexus.ruv.io
🐛 Issues: GitHub
📦 NPM Package: npmjs.com/package/flow-nexus
💬 WhatsApp Community: Join our WhatsApp group
📧 Support: GitHub Issues & WhatsApp Community

Built with ❤️ by rUv

io.github.ruvnet/flow-nexus MCP Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

🚀 Flow Nexus: Your Path to Digital Immortality

🌐 flow-nexus.ruv.io

The First Competitive Agentic System

🎁 New User Bonus: 256 rUv credits to start!

📖 Introduction

How It Works

🚀 Quick Start with Flow Nexus

MCP Setup

🔀 Two Ways to Build

🌍 Build for Impact

💼 Build for Scale

🎯 Platform Features

Why Agentic Engineers Choose Flow Nexus

Core Capabilities

🎯 What Makes Flow Nexus Different

It's Not a Tool, It's a Journey

Competition Drives Innovation

Agents That Actually Think

Economic Reality, Not Fantasy

Immortality Through Code

💎 Core Value Propositions

⚡ Technical Capabilities

Agentic Sandbox Environments

Multi-Agent Swarm Intelligence

Neural Network Infrastructure

Workflow Automation Engine

Economic & Gaming Infrastructure

🔧 MCP Tools Reference

🏪 App Store & Templates

🎮 Challenges & Gamification

📊 Real-time Monitoring

💾 Storage & Persistence

🔐 Authentication & Users

💳 Payment & Credits

🐙 GitHub Integration

📈 System & Health

👑 Seraphina AI Assistant

💰 Credit System & Pricing

Credit Costs by Category

💎 Earn Credits

🆓 Always Free

💡 Usage Examples

Example 1: Deploy AI Code Review Swarm

Example 2: Train Custom Neural Model

Example 3: Create Development Sandbox

🛠️ CLI Commands

Core Commands

Quick Examples

🎮 Interactive Modes

Launch Interactive Menu

Operation Modes

📦 Template Marketplace

Available Templates

🎯 Common Workflows

Create and Deploy a Swarm

Complete a Challenge

Deploy a Template

📊 Your Progress & Stats

Check Your Profile

View Achievements

🆘 Getting Help

Built-in Help

Queen Seraphina AI Assistant

Common Issues

🌟 Join the Community

Get Started Now

Resources

Install

Configuration

Related servers