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

TravelMindsAI Concierge

Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.

20/100
Operational Score
Score Breakdown
Availability0/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
40.0%
P95 Latency
849.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 849ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 849ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 40.0%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success849.4msPass
Jun 5, 2026error95.3msFail
Jun 5, 2026error112msFail
Jun 4, 2026error159.6msFail
Jun 3, 2026success750.8msPass
Source Registries
mcp-registry
First Seen
May 30, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026