Leaderboard/Arquestra — Scientific Computing Orchestration
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Arquestra — Scientific Computing Orchestration

github.com/Apertura-AI/arquestra-claude-plugin↗|v0.2.0

AI orchestration for computational chemistry and HPC workflows.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance35/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
464.4ms
Conformance
Partial
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 432ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 464ms, task completion: 100%
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success432.6msPass
May 16, 2026success385.9msPass
May 13, 2026success464.4msPass
May 13, 2026success464.1msPass
May 12, 2026success653.6msPass
May 11, 2026success511.8msPass
May 9, 2026success520.6msPass
May 7, 2026success671msPass
May 7, 2026success1126.7msPass
May 7, 2026success496.7msPass
Source Registries
mcp-registry
First Seen
Apr 5, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026