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

Catalo.ai

AI & Agents

AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
148ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 148ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 148ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success148msPass
Jun 30, 2026success106.2msPass
Jun 27, 2026success98msPass
Jun 25, 2026success125.5msPass
Jun 24, 2026success123.5msPass
Jun 17, 2026success131.2msPass
Jun 16, 2026success195.7msPass
Jun 16, 2026success101.7msPass
Jun 15, 2026success155msPass
Jun 12, 2026success133.4msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026