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

nationalize

pipeworx.io/packs/nationalize↗|v0.1.0

Nationalize MCP — nationality prediction from first name (nationalize.io, free, no auth)

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
31.7ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 25ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 31ms, task completion: 100%
Skills
predict_nationality

Predict the most likely nationalities for a given first name, ranked by probability. Returns up to 5 country codes with probability scores.

batch_predict

Predict nationalities for multiple first names in a single request (up to 10 names). Returns ranked nationality probabilities for each name.

Tools
2 tools verified via live probe
verified 7m ago
Server: pipeworx-gatewayVersion: 0.1.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success25.4msPass
Apr 3, 2026success54.2msPass
Apr 3, 2026success31.7msPass
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 3, 2026