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

STIL Lab Assistant

khalid-tounoussi-1.github.io↗|v1.0.1

STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
225.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 178ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 225ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success178.1msPartial
Jun 5, 2026success170.8msPartial
Jun 5, 2026success169.9msPartial
Jun 4, 2026success149msPartial
Jun 3, 2026success225.5msPartial
May 30, 2026success136.5msPartial
May 29, 2026success160.2msPartial
May 29, 2026success562.3msPartial
May 27, 2026success140.5msPartial
May 27, 2026success137.9msPartial
Source Registries
mcp-registry
First Seen
May 21, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 9, 2026