Leaderboard/io.github.davidsiegel59/4bots-content
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.davidsiegel59/4bots-content

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57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
212.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 106ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 212ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 5, 2026success106.8msPartial
Jun 5, 2026success207.5msPartial
Jun 4, 2026success212.8msPartial
Jun 3, 2026success206.8msPartial
May 30, 2026success166.9msPartial
May 29, 2026success140msPartial
May 29, 2026success180.5msPartial
May 27, 2026success105msPartial
May 27, 2026success129.2msPartial
May 27, 2026success125msPartial
Source Registries
mcp-registry
First Seen
May 14, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 5, 2026