Leaderboard/Tentra — Memory for AI Coding Agents
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Tentra — Memory for AI Coding Agents

github.com/rdanieli/archbuilder↗|v1.2.0

Memory for AI coding agents. Persistent code graph + AI architecture diagrams. 32 MCP tools.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
200.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 120ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 200ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 4, 2026success120.2msPartial
Jun 3, 2026success150.2msPartial
May 30, 2026success186.9msPartial
May 29, 2026success112.9msPartial
May 29, 2026success200.8msPartial
May 27, 2026success123.4msPartial
May 27, 2026success70.8msPartial
May 27, 2026success125.1msPartial
May 26, 2026success90.9msPartial
May 25, 2026success153.3msPartial
Source Registries
mcp-registry
First Seen
Apr 18, 2026
Last Seen
Jun 4, 2026
Last Probed
Jun 4, 2026