Leaderboard/io.github.rjandino/zopaf
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.rjandino/zopaf

github.com/rjandino/zopaf↗|v1.0.0

Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
29.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 20ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 29ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success20msPartial
May 16, 2026success29.9msPartial
May 13, 2026success21msPartial
May 13, 2026success27.5msPartial
May 12, 2026success22.1msPartial
May 11, 2026success62msPartial
May 9, 2026success25msPartial
May 7, 2026success36.3msPartial
May 7, 2026success39.3msPartial
May 7, 2026success19.2msPartial
Source Registries
mcp-registry
First Seen
Apr 4, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026