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

io.github.mirajmahmudul/agentdevx

API gateway for AI agents: tool discovery, Ed25519 identity, credential injection, audit logging.

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance40/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
155.4ms
Conformance
Partial
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 137ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 155ms, task completion: 100%
Improvement Tips
  • -Ensure tools/list returns a valid response
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success137.7msPartial
May 20, 2026success155.4msPartial
Source Registries
mcp-registry
First Seen
May 19, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026
io.github.mirajmahmudul/agentdevx — Chiark Agent Quality Index