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

MCP Verify

github.com/bmiller1009/claim-risk-score↗|v0.1.0

Discovery, comparison, readiness scoring, and validation reports for remote MCP servers.

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
137.4ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 95ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 137ms, task completion: 100%
Tools
9 tools verified via live probe
verified 12h ago
Server: MCP VerifyVersion: 0.1.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success95.2msPass
May 13, 2026success137.4msPass
Source Registries
mcp-registry
First Seen
May 12, 2026
Last Seen
May 13, 2026
Last Probed
May 13, 2026