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

Leaper Vision Toolkit

smithery.ai/leaper-mcp/leaper-mcp-proxy↗

Convert images to desired formats or styles seamlessly. Enhance your applications with flexible image processing capabilities. Simplify image transformations through a standardized protocol interface.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
279.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 433ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 279ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success433.2msPass
Apr 3, 2026success428.6msPass
Apr 3, 2026success466.6msPass
Apr 3, 2026success467.4msPass
Apr 3, 2026success478.8msPass
Apr 3, 2026success471.2msPass
Apr 3, 2026success161.4msPass
Apr 2, 2026success161.7msPass
Apr 2, 2026success167.1msPass
Apr 2, 2026success159.7msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026