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

io.github.promplate/hmr

github.com/promplate/pyth-on-line↗|v1.0.0
Developer Tools

Hot Module Reload (HMR) for Python with reactive programming and MCP tools

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
166.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 166ms
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
Jun 30, 2026success166.3msPartial
Jun 27, 2026success107.2msPartial
Jun 25, 2026success142.8msPartial
Jun 24, 2026success114.2msPartial
Jun 17, 2026success282.2msPartial
Jun 16, 2026success72.9msPartial
Jun 16, 2026success176.1msPartial
Jun 15, 2026success91.2msPartial
Jun 12, 2026success115.3msPartial
Jun 11, 2026success123.1msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026