Leaderboard/io.github.lazymac2x/ai-prompt-optimizer
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.lazymac2x/ai-prompt-optimizer

github.com/lazymac2x/ai-prompt-optimizer-api↗|v1.0.0

Cloudflare Workers MCP server: ai-prompt-optimizer

100/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance40/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
137.8ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 137ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 137ms, task completion: 100%
Tools
5 tools verified via live probe
verified 2d ago
Server: ai-prompt-optimizerVersion: 2.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success137.8msPass
Jun 30, 2026success123msPass
Jun 27, 2026success124.9msPass
Jun 25, 2026success231.7msPass
Jun 24, 2026success131.1msPass
Jun 17, 2026success258.6msPass
Jun 16, 2026success134.8msPass
Jun 16, 2026success176.6msPass
Jun 15, 2026success147.4msPass
Jun 12, 2026success105.8msPass
Source Registries
mcp-registry
First Seen
May 16, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026