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

Brandyze

French AI marketing intelligence: creators, brands, social listening — 158 MCP tools.

49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,187.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 1187ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1187ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1187ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success1187.2msPartial
Jun 11, 2026success557.8msPartial
Jun 11, 2026success330.7msPartial
Jun 10, 2026success448.4msPartial
Jun 9, 2026success688msPartial
Jun 5, 2026success497.5msPartial
Jun 5, 2026success486.4msPartial
Jun 4, 2026success366.9msPartial
Jun 3, 2026success526.7msPartial
Source Registries
mcp-registry
First Seen
May 30, 2026
Last Seen
Jun 13, 2026
Last Probed
Jun 12, 2026