Monitoring
Track tool calls, agent connections, performance metrics, and optimization insights across your Skilder workspace.
Open Monitoring from the top navigation bar to track execution metrics, inspect individual tool calls, monitor connected clients, and identify optimization opportunities.
Dashboard
The Dashboard tab provides a high-level overview of your workspace activity.
Metrics Cards
At the top of the dashboard you will find summary metrics:
| Metric | Description |
|---|---|
| Total Skills | Number of skills configured in your workspace |
| Total Calls | Cumulative tool call count across all skills |
| Success Rate | Percentage of tool calls that completed successfully |
Top Skills Chart
Below the metrics cards, a chart shows your most-used skills ranked by call volume. Use the time range filter to view activity over different periods (for example, last 24 hours, last 7 days, or last 30 days).
Tool Calls
The Tool Calls tab provides a detailed execution log of every tool invocation across your workspace.
Filtering and Search
Narrow down the log using the available filters:
- Status -- Filter by success, failure, or other execution states.
- Time range -- Restrict results to a specific period.
- Search -- Search by tool name, skill name, or other keywords.
Execution Details
Click on any tool call entry to open a detail view with the full JSON payload, including:
- Request parameters sent to the tool
- Response data returned
- Execution duration
- Error details (if the call failed)
Results are paginated, so you can browse through large volumes of historical calls.
Client Connections
The Client Connections tab tracks the MCP clients connected to your workspace, such as Claude Desktop, Claude Code, Cursor, or custom integrations.
For each connection you can see:
| Field | Description |
|---|---|
| Client name | The name or type of the connected MCP client |
| Connection status | Whether the client is currently connected |
| Connection history | When the client first connected and last activity |
| Metadata | Additional details about the client and its configuration |
Use this tab to verify that your agents are connecting correctly and to identify any disconnected clients that may need attention.
Optimization Insights
The Optimization Insights tab analyzes your workspace activity and provides actionable recommendations to improve your setup.
Insight Categories
| Category | What it detects |
|---|---|
| Unused skills | Skills that have been configured but never invoked by any agent |
| Timeout issues | Tools that frequently exceed their execution time limit |
| Failure hotspots | Tools or skills with unusually high failure rates |
| Actionable recommendations | Specific steps you can take to address each issue |
Review these insights periodically to keep your workspace running efficiently. Removing unused skills, adjusting timeouts, and fixing recurring failures will improve the experience for your agents and end users.
Skill Graph
The Skill Graph tab provides a force-directed visualization of your workspace's configuration. It renders skills, tools, runtimes, hats, and MCP servers as nodes in a connected graph, showing how they relate to each other.
Use the Skill Graph to:
- Understand dependencies -- See which skills depend on which tools and MCP servers.
- Identify orphaned resources -- Find tools or servers that are not connected to any skill or hat.
- Visualize your architecture -- Get a holistic view of how your workspace is wired together.
Nodes are interactive. Click on a node to highlight its connections and see details about that resource.