Core feature matrix

1. User management and authentication

• Tiered authentication:
  • Standard users: access to ready-made templates.
  • Developer accounts: permissions to create, customize, and extend agents and teams.
• Role-based access control (RBAC):
  • Admin
  • Developer
  • User

2. Agent templates

• Pre-built agents: 50+ ready-to-use agents across categories.
• Agent categories:
  • Data processing and analytics
  • Customer service and support
  • Content creation and marketing
  • Sales and lead generation
  • HR and recruiting
  • Finance and accounting
  • Project management
  • Research and comparisons

3. Agent management system

• Agent configuration: Custom prompts, parameters, and behaviors.
• Performance monitoring: Real-time metrics and analytics.
• Version control: Agent versions and rollback.
• Scheduling: Automated runs and trigger-based execution.

4. Team templates

• Team templates: Pre-built multi-agent teams for common use cases.
• Collaboration patterns:
  • Sequential: Agent A → Agent B → Agent C
  • Hierarchical: A lead agent coordinates sub-agents
  • Conditional: Dynamic routing based on outcomes

5. Knowledge base integration — MCP connections

• Native MCP support: Connectors for public MCP integrations.
• Data source connections:
  • CRMs: Salesforce, HubSpot
  • Databases: PostgreSQL, MySQL, MongoDB
  • Cloud storage: Google Drive, OneDrive, Dropbox
  • Collaboration: Slack, Teams, Discord
  • Project management: Asana, Trello, Notion
  • Email: Gmail, Outlook
  • Analytics: Google Analytics, Mixpanel

6. Custom agent development (developer accounts)

• Agent builder: Visual agent creation.
• Code editor: Advanced programming workflows.
• API integration: Custom APIs and webhooks.
• Sandbox: Isolated environment to build and test agents.

7. External API keys (agents and teams)

• Issue dedicated API keys per agent or team for use outside the platform.
• Fine-grained scopes such as: run:agent, run:team, read:logs.
• Expiry and rotation to improve security posture.
• Audit logs for external key usage.
• Instant revocation when misuse is suspected or access is no longer needed.

For full details and setup steps, see External API keys.

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