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

pubmed-mcp-server

MCP server for the NCBI E-utilities API. Search PubMed, fetch article metadata and full text, generate citations, explore MeSH terms, and discover related research.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
375.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 394ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 375ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success394.6msPass
Jun 11, 2026success375.7msPass
Jun 11, 2026success306.1msPass
Jun 10, 2026success308.8msPass
Jun 9, 2026success217.7msPass
Jun 5, 2026success171.9msPass
Jun 5, 2026success328.1msPass
Jun 4, 2026success757.8msPass
Jun 3, 2026success253.1msPass
May 30, 2026success424.2msPass
Source Registries
smithery
First Seen
Apr 27, 2026
Last Seen
Jun 11, 2026
Last Probed
Jun 12, 2026