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

io.github.cyanheads/pubmed-mcp-server

github.com/cyanheads/pubmed-mcp-server↗|v2.2.1
Cloud & Infrastructure

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65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
87.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 87ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 87ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success87.5msPartial
May 16, 2026success77.4msPartial
May 13, 2026success80msPartial
May 13, 2026success76msPartial
May 12, 2026success78msPartial
May 11, 2026success85msPartial
May 9, 2026success84.7msPartial
May 7, 2026success95.6msPartial
May 7, 2026success117.3msPartial
May 7, 2026success99.3msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026