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.

34/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
76.5%
P95 Latency
290.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 290ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 290ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 76.5%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success290.5msPass
Jun 27, 2026success170.6msPass
Jun 25, 2026success355.8msPass
Jun 24, 2026success315.6msPass
Jun 17, 2026success160.2msPass
Jun 16, 2026success338.2msPass
Jun 16, 2026success301msPass
Jun 15, 2026success279.6msPass
Jun 12, 2026success287.5msPartial
Jun 11, 2026success276.4msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026