Leaderboard/io.github.stayce/partd-mcp
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.stayce/partd-mcp

Developer Tools

CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.

55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
125.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 125ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 125ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success125.4msPartial
Jun 27, 2026success36.7msPartial
Jun 25, 2026success34.6msPartial
Jun 24, 2026success36.7msPartial
Jun 17, 2026success103.1msPartial
Jun 16, 2026success35.2msPartial
Jun 16, 2026success40.7msPartial
Jun 15, 2026success123.1msPartial
Jun 12, 2026success37.5msPartial
Jun 11, 2026success37.2msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026