Leaderboard/IO Aerospace MCP Server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

IO Aerospace MCP Server

github.com/IO-Aerospace-software-engineering/mcp-server↗|v1.0.0
Cloud & Infrastructure

MCP server for aerospace calculations: orbital mechanics, ephemeris, DSN operations, ...

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
629.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 419ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 629ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success419.3msPartial
Jun 30, 2026success629.4msPartial
Jun 27, 2026success518.6msPartial
Jun 25, 2026success470.6msPartial
Jun 24, 2026success445.5msPartial
Jun 17, 2026success488msPartial
Jun 16, 2026success567.9msPartial
Jun 16, 2026success573.3msPartial
Jun 15, 2026success506.6msPartial
Jun 12, 2026success626.1msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026