Leaderboard/Scout by Optimly
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Scout by Optimly

Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
202.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 202ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 202ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 5, 2026success202.3msPass
Jun 4, 2026success185.7msPass
Jun 3, 2026success166.4msPass
May 30, 2026success171.5msPass
May 29, 2026success183.9msPass
May 29, 2026success155.8msPass
May 27, 2026success153.5msPass
May 27, 2026success127.5msPass
May 27, 2026success86.9msPass
May 26, 2026success106.6msPass
Source Registries
mcp-registry
First Seen
Apr 18, 2026
Last Seen
Jun 4, 2026
Last Probed
Jun 5, 2026