Leaderboard/io.github.ariekogan/ateam-mcp
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.ariekogan/ateam-mcp

github.com/ariekogan/ateam-mcp↗|v0.1.2
Developer Tools

Build, validate, and deploy multi-agent AI solutions from any AI environment.

57/100
Operational Score
Score Breakdown
Availability20/30
Conformance20/30
Performance17/40
Key Metrics
Uptime 30d
95.5%
P95 Latency
568ms
Conformance
Partial
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 396ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 568ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 95.5%, target 99%+)
  • -Ensure tools/list returns a valid response
Recent Probe Results
TimestampStatusLatencyConformance
May 16, 2026success396.3msPartial
May 13, 2026success568msPartial
May 13, 2026success482.6msPartial
May 12, 2026success382msPartial
May 11, 2026success485.5msPartial
May 9, 2026success406.9msPartial
May 7, 2026success639.3msPartial
May 7, 2026error101.8msFail
May 7, 2026success609.7msPartial
May 6, 2026success608.2msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026