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

Pathbound

Customer-context and ops layer for AI agents

45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,343.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 1343ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1343ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1343ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
Jul 14, 2026success1343.9msPass
Source Registries
mcp-registry
First Seen
Jul 14, 2026
Last Seen
Jul 14, 2026
Last Probed
Jul 14, 2026
Pathbound — Chiark Agent Quality Index