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

io.github.lazymac2x/api-perf-analyzer

github.com/lazymac2x/api-perf-analyzer-api↗|v1.0.0

Cloudflare Workers MCP server: api-perf-analyzer

77/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
205.8ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 205ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 205ms, task completion: 0%
Skills
perf_analyze

Grade API response time (A–D), compute throughput and data efficiency, get targeted recommendations.

cache_opportunity

Detect missing or suboptimal HTTP caching headers and get prioritized fixes.

bottleneck_detect

Identify which component (DB, external API, compute) is the dominant latency source.

optimization_suggest

Get a prioritized, actionable optimization plan. Accepts raw metrics or the output of perf_analyze.

Tools
4 tools verified via live probe
verified 2d ago
Server: api-perf-analyzerVersion: 1.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success205.8msPass
Jun 30, 2026success199msPass
Jun 27, 2026success160.3msPass
Jun 25, 2026success117.5msPass
Jun 24, 2026success128.2msPass
Jun 17, 2026success125.4msPass
Jun 16, 2026success163.8msPass
Jun 16, 2026success114.1msPass
Jun 15, 2026success117msPass
Jun 12, 2026success190.9msPass
Source Registries
mcp-registry
First Seen
May 16, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026