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

FutureProof AEO

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70/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,274.8ms
Conformance
Partial
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 802ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1274ms, task completion: 100%
Improvement Tips
  • -Reduce response time (currently 1274ms, target <1000ms)
  • -Ensure tools/list returns a valid response
Recent Probe Results
TimestampStatusLatencyConformance
May 30, 2026success802.5msPartial
May 29, 2026success1274.8msPartial
May 29, 2026success293.8msPartial
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
May 29, 2026
Last Probed
May 30, 2026
FutureProof AEO — Chiark Agent Quality Index