Leaderboard/io.github.kiranz38/aristocles-data-api
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.kiranz38/aristocles-data-api

github.com/kiranz38/Aristocles↗|v1.0.0
Data & Analytics

Real-time subscription pricing data for 50+ services. Prices, alternatives, history.

10/100
Operational Score
Score Breakdown
Availability0/30
Conformance0/30
Performance10/40
Key Metrics
Uptime 30d
34.2%
P95 Latency
815.1ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 815ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 34.2%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026error312.9msFail
Apr 3, 2026error552.7msFail
Apr 3, 2026error371.7msFail
Apr 3, 2026error361.4msFail
Apr 3, 2026error175.6msFail
Apr 3, 2026error350.5msFail
Apr 2, 2026error176.8msFail
Apr 2, 2026error312msFail
Apr 2, 2026error309.5msFail
Apr 2, 2026error327.1msFail
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026