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

Local Model Suitability MCP

Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

92/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance32/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
251.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 154ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 251ms, task completion: 100%
Tools
1 tool verified via live probe
verified 22h ago
Server: local-model-suitability-mcpVersion: 1.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 21, 2026success154.3msPass
Apr 21, 2026success251.2msPass
Source Registries
mcp-registry
First Seen
Apr 20, 2026
Last Seen
Apr 21, 2026
Last Probed
Apr 21, 2026