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

AI Research Assistant

smithery.ai/hamid-vakilzadeh/mcpsemanticscholar↗

The server provides immediate access to millions of academic papers through Semantic Scholar and arXiv, enabling AI-powered research with comprehensive search, citation analysis, and full-text PDF extraction from multiple sources (arXiv and Wiley open-access). - No API key is required.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
379.8ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 157ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 379ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success157msPass
Apr 3, 2026success197.7msPass
Apr 3, 2026success269.2msPass
Apr 3, 2026success204.6msPass
Apr 3, 2026success483.7msPass
Apr 3, 2026success531.4msPass
Apr 3, 2026success517.4msPass
Apr 3, 2026success379.8msPass
Apr 2, 2026success178.5msPass
Apr 2, 2026success171.2msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026