MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
fyi.ground/ground
AI & AgentsProductivity
Reference data API for classification systems, real-time world data, and unit conversions
24/100
Operational Score
Score Breakdown
Availability10/30
Conformance0/30
Performance14/40
Key Metrics
Uptime 30d
64.0%
P95 Latency
474.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 474ms, task completion: 0%
Improvement Tips
- -Improve uptime (currently 64.0%, target 99%+)
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 3, 2026 | error | 214.3ms | Fail |
| Apr 3, 2026 | error | 198.4ms | Fail |
| Apr 3, 2026 | error | 201.4ms | Fail |
| Apr 3, 2026 | error | 418.5ms | Fail |
| Apr 3, 2026 | error | 462.2ms | Fail |
| Apr 3, 2026 | error | 293.1ms | Fail |
| Apr 3, 2026 | error | 386.3ms | Fail |
| Apr 3, 2026 | error | 169.9ms | Fail |
| Apr 3, 2026 | error | 206.3ms | Fail |
| Apr 3, 2026 | error | 212.4ms | Fail |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026