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

smithery.ai/TitanSneaker/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.

51/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
239.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 128ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 239ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success128msPass
Apr 2, 2026success198.4msPass
Apr 2, 2026success186.9msPass
Apr 2, 2026success164.2msPass
Apr 2, 2026success154msPass
Apr 2, 2026success167.8msPass
Apr 2, 2026success133.8msPass
Apr 2, 2026success164.6msPass
Apr 2, 2026success191.9msPass
Apr 2, 2026success113.4msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026