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

langchain-core-langchain-openai-l-736876.getvda.ai↗|v1.0.0

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

89/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
402.4ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 263ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 402ms, task completion: 100%
Skills
invoke

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

Tools
1 tool verified via live probe
verified 1d ago
Server: langchain-core-langchain-openai-l-736876Version: 0.1.6Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Jul 17, 2026success263.6msPass
Jul 14, 2026success402.4msPass
Jul 12, 2026success208msPass
Jul 8, 2026success491.7msPass
Jul 8, 2026success151.8msPass
Jul 3, 2026success288.5msPass
Jun 30, 2026success122.5msPass
Jun 27, 2026success125.3msPass
Jun 25, 2026success126msPass
Jun 24, 2026success130.4msPass
Source Registries
mcp-registry
First Seen
Jun 2, 2026
Last Seen
Jul 17, 2026
Last Probed
Jul 17, 2026