MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.mikerawsonnz/llm-observability-orchestration
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
92/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance32/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
269.4ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 181ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 269ms, task completion: 100%
Tools
1 tool verified via live probeServer: langchain-core-langsmith-openai-8c02f9Version: 0.1.6Protocol: 2025-06-18
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jul 14, 2026 | success | 181.1ms | Pass |
| Jul 12, 2026 | success | 269.4ms | Pass |
| Jul 8, 2026 | success | 273.1ms | Pass |
| Jul 8, 2026 | success | 113.2ms | Pass |
| Jul 3, 2026 | success | 121.5ms | Pass |
| Jun 30, 2026 | success | 120.6ms | Pass |
| Jun 27, 2026 | success | 111.6ms | Pass |
| Jun 25, 2026 | success | 122.6ms | Pass |
| Jun 24, 2026 | success | 117.8ms | Pass |
| Jun 17, 2026 | success | 116.7ms | Pass |
Source Registries
mcp-registry
First Seen
Jun 2, 2026
Last Seen
Jul 17, 2026
Last Probed
Jul 14, 2026