MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Useful AI
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. The tool list updates automatically based on real usage data, so your agent always has the most relevant tools without any config changes. Dispatch tasks in plain English, get structured output. No auth required.
54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
477ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 183ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 477ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 5, 2026 | success | 183.9ms | Pass |
| Apr 5, 2026 | success | 278.3ms | Pass |
| Apr 5, 2026 | success | 194.8ms | Pass |
| Apr 5, 2026 | success | 226.3ms | Pass |
| Apr 5, 2026 | success | 182.6ms | Pass |
| Apr 5, 2026 | success | 378.7ms | Pass |
| Apr 5, 2026 | success | 183.5ms | Pass |
| Apr 5, 2026 | success | 404.6ms | Pass |
| Apr 5, 2026 | success | 205.9ms | Pass |
| Apr 5, 2026 | success | 228.4ms | Pass |
Source Registries
smithery
First Seen
Apr 1, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026