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

MCP Finder

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65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
166ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 131ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 166ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success131.6msPartial
May 18, 2026success132.4msPartial
May 16, 2026success136.8msPartial
May 13, 2026success147.4msPartial
May 13, 2026success166msPartial
May 12, 2026success197.3msPartial
May 11, 2026success135.6msPartial
May 9, 2026success134.1msPartial
May 7, 2026success134.2msPartial
May 7, 2026success130.4msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 19, 2026
Last Probed
May 20, 2026