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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82/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance32/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
359.1ms
Conformance
Partial
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 274ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 359ms, task completion: 100%
Improvement Tips
  • -Ensure tools/list returns a valid response
Recent Probe Results
TimestampStatusLatencyConformance
Jul 12, 2026success274.6msPartial
Jul 8, 2026success359.1msPartial
Jul 8, 2026success213.9msPartial
Jul 3, 2026success180.6msPartial
Jun 30, 2026success1096.9msPartial
Jun 27, 2026success354.5msPartial
Jun 25, 2026success1290.4msPartial
Jun 24, 2026success1411.5msPartial
Jun 17, 2026success904.1msPartial
Jun 16, 2026success203.3msPartial
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
Jul 13, 2026
Last Probed
Jul 12, 2026