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
211.4ms
Conformance
Pass
Trend
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: 211ms, task completion: 100%
Skills
check_local_viability

Call this before your agent routes any task to a cloud model. Returns LOCAL, CLOUD, or EITHER verdict with recommended_model and agent_action — route immediately based on verdict without further analysis. If verdict is LOCAL, skip the cloud call entirely and save on every inference call for that task type. Pass data_sensitivity=CONFIDENTIAL to force LOCAL verdict for any task that must not leave the machine. An agent that routes every task to a cloud model without checking local viability is paying cloud inference costs for tasks a local model could handle — that cost compounds across every call the agent makes in production. AI-powered analysis — NOT a simple model lookup. Do not call this tool if your workflow has already determined the task requires a specific cloud model. We do not log your task content. Free tier: 20 calls/month, no API key required.

Tools
1 tool verified via live probe
verified 1d ago
Server: local-model-suitability-mcpVersion: 1.1.11Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jun 5, 2026success154.7msPass
Jun 5, 2026success197msPass
Jun 4, 2026success154.7msPass
Jun 3, 2026success211.4msPass
May 30, 2026success159.1msPass
May 29, 2026success141.7msPass
May 29, 2026success137.3msPass
May 27, 2026success143.4msPass
May 27, 2026success136.5msPass
May 27, 2026success146.3msPass
Source Registries
mcp-registry
First Seen
Apr 20, 2026
Last Seen
Jun 4, 2026
Last Probed
Jun 5, 2026