MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.thomasjumper/agentbay-mcp
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,002.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 132ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1002ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 1002ms, target <1000ms)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 5, 2026 | success | 132ms | Partial |
| Apr 5, 2026 | success | 151.6ms | Partial |
| Apr 5, 2026 | success | 65.4ms | Partial |
| Apr 5, 2026 | success | 95.9ms | Partial |
| Apr 5, 2026 | success | 78.6ms | Partial |
| Apr 5, 2026 | success | 236.5ms | Partial |
| Apr 5, 2026 | success | 71.1ms | Partial |
| Apr 5, 2026 | success | 1226.7ms | Partial |
| Apr 5, 2026 | success | 55.7ms | Partial |
| Apr 4, 2026 | success | 100.5ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026