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

MCP for Zotero

mcpforzotero.alejandroarnaud.dev↗|v0.2.0

Connect your Zotero reference library to AI assistants via Model Context Protocol.

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 6ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 6ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 8, 2026success6msPass
Jul 8, 2026success2.6msPass
Jul 3, 2026success11.9msPass
Jun 30, 2026success2.1msPass
Jun 27, 2026success2.5msPass
Jun 25, 2026success2.1msPass
Jun 24, 2026success2.3msPass
Jun 17, 2026success3msPass
Jun 16, 2026success3.5msPass
Jun 16, 2026success15msPass
Source Registries
mcp-registry
First Seen
Apr 14, 2026
Last Seen
Jul 11, 2026
Last Probed
Jul 8, 2026