Leaderboard/Gemot Deliberation Server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Gemot Deliberation Server

github.com/justinstimatze/gemot↗|v0.2.0

Deliberation primitive for multi-agent systems. Crux detection, vote clustering, consensus.

10/100
Operational Score
Score Breakdown
Availability0/30
Conformance0/30
Performance10/40
Key Metrics
Uptime 30d
0.5%
P95 Latency
202.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable — Request error: peer closed connection without sending complete message body (incomplete chunked read)
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 202ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 0.5%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026error0msFail
Apr 3, 2026error0msFail
Apr 3, 2026error0msFail
Apr 3, 2026timeout0msFail
Apr 3, 2026success202.5msPartial
Apr 3, 2026timeout0msFail
Apr 2, 2026timeout0msFail
Apr 2, 2026timeout0msFail
Apr 2, 2026timeout0msFail
Apr 2, 2026timeout0msFail
Source Registries
mcp-registry
First Seen
Mar 29, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026