Leaderboard/SF Muni Real-Time Transit
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

SF Muni Real-Time Transit

github.com/srivastsh/bay-area-transit-mcp↗|v1.0.0
Utilities

Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
239.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 236ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 239ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success236.7msPartial
Jun 30, 2026success239.2msPartial
Jun 27, 2026success180.7msPartial
Jun 25, 2026success184.8msPartial
Jun 24, 2026success168.8msPartial
Jun 17, 2026success273.4msPartial
Jun 16, 2026success125.6msPartial
Jun 16, 2026success177msPartial
Jun 15, 2026success197.1msPartial
Jun 12, 2026success132.7msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026