MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
puumed
PubMed MCP — wraps the NCBI E-utilities API (biomedical literature, free, no auth)
85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
263.3ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 247ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 263ms, task completion: 100%
Skills
search_pubmed
Search the PubMed biomedical literature database by keyword, author, or MeSH term. Returns a list of PubMed IDs that can be used with get_summary or get_abstract.
get_summary
Get metadata summaries for one or more PubMed articles by their PubMed IDs. Returns title, authors, journal, publication date, and DOI.
get_abstract
Get the full abstract text for a single PubMed article by its PubMed ID. Returns structured abstract with section labels when available.
Tools
3 tools verified via live probeServer: pipeworx-gatewayVersion: 0.1.0Protocol: 2025-03-26
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 5, 2026 | success | 247.6ms | Pass |
| Apr 5, 2026 | success | 24.7ms | Pass |
| Apr 5, 2026 | success | 263.3ms | Pass |
| Apr 5, 2026 | success | 22.7ms | Pass |
| Apr 5, 2026 | success | 33.4ms | Pass |
| Apr 5, 2026 | success | 39.5ms | Pass |
| Apr 5, 2026 | success | 266ms | Pass |
| Apr 5, 2026 | success | 24.7ms | Pass |
| Apr 5, 2026 | success | 54.8ms | Pass |
| Apr 5, 2026 | success | 20.2ms | Pass |
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026