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

StudioMeyer Memory

AI memory server with 52 tools. Knowledge Graph, semantic search, multi-agent.

47/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
97.8%
P95 Latency
537ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 354ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 537ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 97.8%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026success354.2msPass
Apr 4, 2026success221.5msPass
Apr 4, 2026success358.2msPass
Apr 4, 2026success376.9msPass
Apr 4, 2026success402.8msPass
Apr 4, 2026success410.2msPass
Apr 4, 2026success388.4msPass
Apr 4, 2026success380.6msPass
Apr 4, 2026error333.2msFail
Apr 4, 2026success347.8msPass
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 4, 2026
StudioMeyer Memory — Chiark Agent Quality Index