Leaderboard/Dot - AI Data Analyst
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Dot - AI Data Analyst

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62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
126ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 91ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 126ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success91.2msPass
May 20, 2026success74msPass
May 18, 2026success126msPass
May 16, 2026success117.8msPass
May 13, 2026success95.8msPass
May 13, 2026success52.3msPass
May 12, 2026success122.6msPass
May 11, 2026success129.7msPass
May 9, 2026success115.8msPass
May 7, 2026success386.3msPass
Source Registries
mcp-registry
First Seen
Mar 29, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026