Leaderboard/io.github.sumanaddanki/suma-memory
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.sumanaddanki/suma-memory

Persistent memory for Claude Code and Cursor. Stop re-explaining your project every session.

45/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
94.4%
P95 Latency
156.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 140ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 156ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 94.4%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success140.1msPartial
Jun 30, 2026success156.2msPartial
Jun 27, 2026success140.6msPartial
Jun 25, 2026success152.2msPartial
Jun 24, 2026success160.4msPartial
Jun 17, 2026success125.7msPartial
Jun 16, 2026success130.1msPartial
Jun 16, 2026success130.8msPartial
Jun 15, 2026error129.2msFail
Jun 12, 2026success131.7msPartial
Source Registries
mcp-registry
First Seen
Apr 12, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026