Leaderboard/Analook — Competitor Intelligence
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Analook — Competitor Intelligence

Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
588.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 588ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 588ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 23, 2026success588.4msPartial
Apr 23, 2026success199.9msPartial
Source Registries
mcp-registry
First Seen
Apr 22, 2026
Last Seen
Apr 23, 2026
Last Probed
Apr 23, 2026