Leaderboard/Lotus — AI Citation Intelligence
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Lotus — AI Citation Intelligence

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65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
62.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 59ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 62ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success59.3msPartial
Jun 11, 2026success62.8msPartial
Jun 11, 2026success56.8msPartial
Jun 10, 2026success53.5msPartial
Jun 9, 2026success57.8msPartial
Jun 5, 2026success54.3msPartial
Jun 5, 2026success67.8msPartial
Jun 4, 2026success53.9msPartial
Jun 3, 2026success56.7msPartial
May 30, 2026success58msPartial
Source Registries
mcp-registry
First Seen
Apr 30, 2026
Last Seen
Jun 11, 2026
Last Probed
Jun 12, 2026