🔍 Agent Platform Dashboard Comparison

Visual comparison of UI screens for Hermes Agent, SGLang, CrewAI, and OpenClaw

📨 Hermes Agent
Python-based AI Agent Router + Paperclip State Manager
pip install hermes-agent paperclip
Hermes Router Dashboard
Agents Routes Logs
📊 Overview
🤖 Agents (3)
🔀 Routes
📝 State
⚙️ Config
Active Agents
3
Qwen 3.5, Gemma 4, Nemotron
Requests/min
142
Avg latency: 230ms
AgentStatusLoadPort
Qwen 3.5 9BHealthy67%:8000
Gemma 4 26BHealthy45%:8001
Nemotron NanoWarm12%:8002
✓ Agent routing dashboard
✓ Real-time status monitoring
✓ Paperclip state visualization
✗ No project/task management
✗ No file thumbnails
Best For: Backend AI routing, not project management
Hermes is a router for AI models with a basic monitoring dashboard. It does NOT manage software projects, tasks, or files. You'd still need something else for project tracking.
⚡ SGLang
High-performance LLM serving framework with OpenAI-compatible API
github.com/sgl-project/sglang
SGLang Server Monitor
Server Models Metrics
Server Status
Running
Port 30000 | v0.4.2
GPU Memory
18.2 GB
of 24 GB (76%)
Throughput
45 req/s
Avg: 38 req/s
Active Requests
12
Queue: 3
ModelGPUMemoryStatus
Qwen2.5-72BGPU 014.2 GBActive
Llama-3.1-8BGPU 14.0 GBActive
✓ Server monitoring dashboard
✓ GPU memory tracking
✓ Request throughput metrics
✗ No project management
✗ No task/file organization
Best For: Running LLMs fast, not managing projects
SGLang is a model serving engine. Its dashboard shows server health, GPU usage, and request metrics. It has ZERO project management features - no tasks, no files, no visual organization.
👥 CrewAI
Role-based multi-agent orchestration with CrewAI Enterprise UI
crewai.com | app.crewai.com
CrewAI Enterprise
Crews Tasks Runs Knowledge
📋 My Crews
📊 Analytics
🧠 Knowledge
⚙️ Settings
Active Crews
4
2 running, 2 idle
Tasks Completed
127
Last hour: 23
CrewAgentsStatusProgress
Research Team3Running67%
Content Team4Running34%
QA Team2Idle-
✓ Visual crew management
✓ Task tracking with progress
✓ Run history and logs
✗ No file/page thumbnails
✗ Focused on AI agents, not general projects
Best For: Managing AI agent teams, not general software projects
CrewAI has the closest thing to what you want - a visual dashboard showing agent crews, tasks, and progress. But it's designed for AI agent orchestration, not general project management across 5 software projects.
🐾 OpenClaw / NemoClaw
Personal AI agent with Live Canvas visual workspace
github.com/openclaw/openclaw
OpenClaw - Live Canvas
Canvas Agents Channels
Research Agent
📊 Market Analysis
✓ Complete
Writing Agent
📝 Draft Article
⏳ In Progress
Review Agent
🔍 Quality Check
Waiting
✓ Visual canvas with draggable cards
✓ Agent workflow visualization
✓ A2UI visual output
✗ Personal agent, not multi-project
✗ No file/page preview system
Best For: Visual agent workflows, closest to what you want visually
OpenClaw's Live Canvas is the most visual interface of any agent platform - draggable cards, workflow arrows, visual status. But it's designed for personal AI agent management, not multi-project software development tracking.

⚠️ Important Note

None of these platforms are designed for what you actually need: A visual dashboard showing thumbnails of web pages you've modified, clickable previews of changed files, and project-switching across 5 software projects. They are all AI agent infrastructure tools - model routers, serving engines, or agent orchestration frameworks.

What you actually need is a project management dashboard with file previews. The closest existing tools are: