Leaderboard/paper-search-mcp-openai-v2
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

paper-search-mcp-openai-v2

Find and download academic papers from leading sources like arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, CrossRef, and IACR. Get standardized results and fetch full-text PDFs when available. Accelerate literature reviews with deep search and effortless retrieval.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
319.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 119ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 319ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success119.3msPass
Jun 30, 2026success319.3msPass
Jun 27, 2026success318.1msPass
Jun 25, 2026success125.1msPass
Jun 24, 2026success602.6msPass
Jun 17, 2026success1023.7msPass
Jun 16, 2026success356.7msPass
Jun 16, 2026success267.4msPass
Jun 15, 2026success123.3msPass
Jun 12, 2026success415.2msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026