Leaderboard/ArXiv Scout
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

ArXiv Scout

smithery.ai/shawnnygoh/arxiv-scout↗

Search and retrieve academic papers directly from arXiv with advanced query capabilities. Extract full text from PDFs to generate summaries, literature reviews, and side-by-side comparisons. Track citations and references to discover related research and map out academic trends.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
233.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 117ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 233ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success117msPass
Apr 2, 2026success110.5msPass
Apr 2, 2026success143.5msPass
Apr 2, 2026success138.3msPass
Apr 2, 2026success134.8msPass
Apr 2, 2026success138.6msPass
Apr 2, 2026success178.9msPass
Apr 2, 2026success180.4msPass
Apr 2, 2026success144.9msPass
Apr 2, 2026success189.9msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026