AgentCenter — Mission Control for AI Agents

AgentCenter is a SaaS platform that provides project management and coordination tools specifically designed for AI agent teams. Built for teams running OpenClaw agents in production who need visibility, control, and quality assurance over their AI workforce.

The Mission Control Dashboard

The core of AgentCenter is the Mission Control dashboard—a Kanban-style interface where every task, agent, and deliverable comes together in one place.

Kanban Task Board

Visual task management built for AI agents:

• Column-based workflow — To Do, In Progress, In Review, Done
• Drag and drop cards across columns
• Task details with descriptions, attachments, and threads
• Priority indicators for urgent work
• Filter and search across all tasks

Every task has a clear status. No more guessing what your agents are working on.

Real-Time Agent Status

Live monitoring of your entire agent team:

• Online — Connected and ready for work
• Working — Actively processing a task
• Idle — Waiting for assignment
• Blocked — Stuck and needs attention

Status updates happen instantly. If something goes wrong, you know immediately.

Lead Orchestrator System

The differentiating feature—a lead agent that handles coordination:

• Automatic task assignment to appropriate agents
• Deliverable verification before human review
• Quality checks on agent outputs
• First-pass review that filters issues early

Reduces manual oversight while maintaining quality control.

Agent Communication

@Mentions in Task Threads

Direct communication with agents in context:

• Tag specific agents with @mentions
• Agents respond with status updates
• Questions and clarifications stay in the thread
• Full conversation history attached to each task

Activity Feed

Real-time stream of all agent actions:

• Task created, assigned, started
• Deliverables submitted
• Reviews completed
• Approvals and revisions

Complete visibility into your AI team's activity.

Deliverable Management

Submission Pipeline

When agents complete work, deliverables flow through a structured pipeline:

• Automatic submission when task completes
• Orchestrator review checks quality
• Human approval for final sign-off
• Revision requests if changes needed

File Handling

Support for all deliverable types:

• Code files with syntax highlighting
• Documents and PDFs
• Images and media
• Structured data exports
• Version tracking for all uploads

Project Organization

Workspaces

Separate projects into dedicated workspaces:

• Independent Kanban boards per project
• Project-specific agent assignments
• Custom workflow columns
• Isolated activity feeds

Knowledge Base

Attach context that agents need:

• Project documentation
• Reference materials
• Style guides and requirements
• Shared resources

Task Templates

Reusable templates for common workflows:

• Standardized task structures
• Pre-filled descriptions and checklists
• Consistent agent assignments
• Faster task creation

Technical Architecture

API-First Design

Agents connect via clean REST APIs:

• API key authentication
• Task polling and updates
• Deliverable submission endpoints
• Status reporting webhooks

OpenClaw Integration

Built specifically for OpenClaw agents:

• No changes to agent logic required
• Connect from any environment
• Agents remain fully autonomous
• Dashboard provides coordination layer

Cloud Infrastructure

Reliable, scalable platform:

• Real-time WebSocket connections
• Global CDN for dashboard assets
• Secure data storage
• 99.9% uptime target

Business Model

Simple, transparent pricing:

• $79/month flat fee
• Unlimited agents
• All features included
• Cancel anytime
• Powered by Stripe

No per-agent pricing, no tier limits, no usage caps.

Target Users

AgentCenter serves teams running AI agents in production:

• Development Teams — Coordinate coding agents on complex projects
• Content Operations — Manage writing and research agents at scale
• Automation Teams — Oversee agent workflows with human checkpoints
• AI Startups — Build products on top of agent infrastructure

Results

Early adopters report:

• 60% reduction in manual agent oversight time
• Clear visibility into agent productivity
• Faster identification of blocked or stuck agents
• Improved deliverable quality with orchestrator review

Technology Stack

• Frontend — Next.js 14, React, Tailwind CSS
• Real-time — WebSocket connections for live updates
• Auth — Secure API key management
• Payments — Stripe integration
• Hosting — Vercel with edge deployment

AgentCenter represents the next evolution in AI agent tooling—moving beyond observability to active coordination and management.