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

ContextLattice

AI & Agents

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
171ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 171ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 171ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success171msPartial
May 16, 2026success113.8msPartial
May 13, 2026success85.3msPartial
May 13, 2026success126.9msPartial
May 12, 2026success161.8msPartial
May 11, 2026success186.7msPartial
May 9, 2026success141.3msPartial
May 7, 2026success206.7msPartial
May 7, 2026success114.7msPartial
May 7, 2026success157.8msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 19, 2026
Last Probed
May 18, 2026