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

github.com/stayce/partd-mcp-cloudflare↗|v1.0.0
Developer Tools

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

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
76.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 30ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 76ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success30.3msPartial
May 20, 2026success76.4msPartial
May 18, 2026success30.1msPartial
May 16, 2026success43msPartial
May 13, 2026success97msPartial
May 13, 2026success32.7msPartial
May 12, 2026success28msPartial
May 11, 2026success33.5msPartial
May 9, 2026success123.3msPartial
May 7, 2026success80.9msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026