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

genderize

Genderize MCP — gender prediction from first name (genderize.io, free, no auth)

94/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance34/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
48.1ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 58ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 48ms, task completion: 100%
Skills
predict_gender

Predict the most likely gender of a person based on their first name, using global data from genderize.io. Returns gender ("male" or "female"), probability (0–1), and sample size.

predict_gender_country

Predict the most likely gender of a person based on their first name, calibrated to a specific country.

Tools
2 tools verified via live probe
verified 9h ago
Server: pipeworx-gatewayVersion: 0.1.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026success58.3msPass
Apr 4, 2026success34.5msPass
Apr 4, 2026success26.7msPass
Apr 4, 2026success48.1msPass
Apr 4, 2026success28.3msPass
Apr 4, 2026success29.4msPass
Apr 4, 2026success45.7msPass
Apr 4, 2026success36.7msPass
Apr 4, 2026success36.3msPass
Apr 4, 2026success37.4msPass
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 4, 2026