MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Share of Model
Track how often AI models mention and recommend your brand. Probe GPT-4o, Claude, Gemini, and Perplexity to measure your Share of Model - mention rate, position quality, and competitive ranking. Essential for any brand in the era where AI agents influence purchasing decisions. **4 tools:** - `generate_som_report` - full analysis in one call - `probe_ai_models` - raw probe data across models - `compare_competitors` - head-to-head leaderboard - `calculate_share_of_model` - pure metrics from probe data **BYOK** - bring your own API keys. Only pay for what you probe.
54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
327.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 293ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 327ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 14, 2026 | success | 293.8ms | Pass |
| Apr 14, 2026 | success | 235.6ms | Pass |
| Apr 14, 2026 | success | 303.3ms | Pass |
| Apr 14, 2026 | success | 241.3ms | Pass |
| Apr 14, 2026 | success | 235.7ms | Pass |
| Apr 14, 2026 | success | 235.8ms | Pass |
| Apr 14, 2026 | success | 231.1ms | Pass |
| Apr 14, 2026 | success | 223.2ms | Pass |
| Apr 14, 2026 | success | 231.4ms | Pass |
| Apr 14, 2026 | success | 265.7ms | Pass |
Source Registries
smithery
First Seen
Apr 13, 2026
Last Seen
Apr 13, 2026
Last Probed
Apr 14, 2026