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

Plant Builder

Run Plant Builder production-plant simulations with tunable knobs for goals, rates, and shifts.

80/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
2,234.7ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 129ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 2234ms, task completion: 100%
Improvement Tips
  • -Reduce response time (currently 2234ms, target <1000ms)
Skills
run_chocolate_processing

Run the Chocolate Processing demo — the flagship PB model. 3 Systems (BeanProcessing, CocoaPowder, Chocolates), 15 Campaigns, full control stack (SLC, OLC, Shift, Scheduled DT, DC, Goal, Equipment Failures) with DRS overlay. 15 named knobs for campaign goals, equipment times, failure rates, shift pattern, and maintenance. Returns campaign timeline + DRS buffer levels.

run_ice_cream_plant

Run the Ice Cream Plant demo. 5 Systems (2 Making + 3 Packing) with Flavor and Flavor+Size changeover bindings, Rates_Table. Returns per-System completion summary.

run_vegetable_plant

Run the Vegetable Plant baseline demo (Phase A). 2 Making + 5 Packing systems with calendar-rigid scheduling. Foundation model for the DC progression series. Returns per-System completion summary.

run_vegetable_phase_b

Run the Vegetable Phase B demo. 1 Making + 1 Packing in direct series. Validates Source Schedule dependency mechanism. Returns campaign details + assertions.

run_vegetable_phase_c

Run the Vegetable Phase C demo. 1 Making + DC (3 Surge Bins) + 1 Packing. Multi-bin distribution routing via DRS Split. Returns campaign status, bin levels, assertions.

run_vegetable_full

Run the Vegetable Full demo (S4). 1 Making + DC + 5 Packing at scale. 5 Surge Bins with 20% Split distribution. Returns campaign status, bin/sink levels, DC aggregate, assertions.

run_waste_processing

Run the Waste Processing demo. 6 Systems modeling a nuclear waste facility over ~25 simulated years. Simple pipeline. Returns per-System completion summary.

list_demos

List available Plant Builder demos with descriptions and available knobs.

get_pb_theory

Get a reference guide to Plant Builder simulation concepts: SLC, OLC, campaigns, shift patterns, scheduled DT, distribution control, goal blocks, equipment failures, DES+DRS bridge.

Tools
9 tools verified via live probe
verified May 29
Server: pb-mcpVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
May 29, 2026success129.2msPass
May 29, 2026success2234.7msPass
Source Registries
mcp-registry
First Seen
May 27, 2026
Last Seen
May 28, 2026
Last Probed
May 29, 2026