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

Semantic Scholar Academic Research MCP

Provide AI assistants with seamless access to Semantic Scholar's extensive academic database for advanced paper discovery, author research, citation analysis, and content exploration. Enable natural language search, bulk data processing, and detailed academic insights to enhance research workflows. Empower users to efficiently explore millions of research papers and citation networks.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
405ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 357ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 405ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success357.1msPass
Jun 11, 2026success405msPass
Jun 11, 2026success348.8msPass
Source Registries
smithery
First Seen
Jun 10, 2026
Last Seen
Jun 13, 2026
Last Probed
Jun 12, 2026