Leaderboard/io.github.mikerawsonnz/llm-orchestration-agent
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.mikerawsonnz/llm-orchestration-agent

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
125.5ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 125ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 125ms, task completion: 100%
Tools
1 tool verified via live probe
verified 15h ago
Server: langchain-core-langchain-openai-l-736876Version: 0.1.6Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Jun 3, 2026success125.5msPass
Source Registries
mcp-registry
First Seen
Jun 2, 2026
Last Seen
Jun 3, 2026
Last Probed
Jun 3, 2026
io.github.mikerawsonnz/llm-orchestration-agent — Chiark Agent Quality Index