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

Silicon Friendly

siliconfriendly.com↗|v1.0.0
AI & Agents

Directory rating websites on AI-agent-friendliness. L0-L5 taxonomy across 30 criteria.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
848.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 757ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 848ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success757.4msPartial
Apr 2, 2026success828msPartial
Apr 2, 2026success842.5msPartial
Apr 2, 2026success778.6msPartial
Apr 2, 2026success787msPartial
Apr 2, 2026success761msPartial
Apr 2, 2026success804.3msPartial
Apr 2, 2026success810.6msPartial
Apr 2, 2026success796.3msPartial
Apr 2, 2026success770.2msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026