MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Waggle
AI & AgentsDeveloper Tools
Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.
40/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance0/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
5,699.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 164ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 5699ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 5699ms, target <1000ms)
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 3, 2026 | success | 164.8ms | Pass |
| Apr 3, 2026 | success | 122.2ms | Pass |
| Apr 3, 2026 | success | 172.7ms | Pass |
| Apr 3, 2026 | success | 170.2ms | Pass |
| Apr 3, 2026 | success | 196.1ms | Pass |
| Apr 3, 2026 | success | 5425.6ms | Pass |
| Apr 3, 2026 | success | 178.6ms | Pass |
| Apr 3, 2026 | success | 112.4ms | Pass |
| Apr 3, 2026 | success | 216.3ms | Pass |
| Apr 3, 2026 | success | 142.7ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026