get_analytics_feature_usage
shallowcom.thedeskmonitor/mcp · Verify this server
Returns a breakdown of which DeskMonitor MCP tools users are calling most — sourced from the internal McpAuditLogs table, grouped by ToolName (top-N tool call counts for the period). Use when the user asks: 'which MCP tools are most used?', 'which features are most popular?', 'what do AI clients do most in DeskMonitor?', 'show me feature engagement'. Do NOT use for: raw session counts or audience size (use get_analytics_overview), employee-level productivity data (use get_productivity_overview), or real-time attendance data. Auth: requires Admin or OwnerAdmin API key. Not available in demo mode. Returns: feature_areas (list with tool_name and call_count), top_events, period, as_of.
1 trials · measured 8 days ago
get_analytics_feature_usage scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.thedeskmonitor/mcp, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- gated
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/4cc2f62c-2a90-4d8d-9613-54866d4bb7fc)