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Interactive agent picker for composing and dispatching parallel teams. Select agents by capability, assign tasks, and coordinate execution.

Use when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring, procurement spend. Triggers on "BizOps review", "where's the bottleneck", "vendor health", "internal SOP", "all-hands deck", "spend categorization", "capacity for Q3", "process mapping". Forks context to route to one of six BizOps sub-skills (process-mapper, vendor-management, capacity-planner, internal-comms, knowledge-ops, pr...

CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use for CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.

Use when an ops leader (Director of CX, Head of Support, VP Ops, Head of BizOps, Head of IT ops, Head of Finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity or annual support capacity, or designing CS coverage — and needs Erlang-C queueing math, P90 demand sizing, shrinkage-adjusted FTE, manager-trigger thresholds, and a quarterly hiring sequence with ramp + attrition. Apply when sustained team utilization is above 80% or when the te...

Logistics carrier management patterns: rate negotiation tracking, performance scorecards, capacity allocation, lane optimization, contract management, and carrier compliance monitoring.

Eval-driven development framework: define pass/fail criteria before implementation, capability/regression/consistency eval types, pass@k reliability metrics, grader patterns, and continuous eval integration during development.

This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities.

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

Manufacturing production scheduling patterns: capacity planning, constraint-based scheduling, changeover optimization, work order sequencing, bottleneck detection, and real-time schedule adjustment.

Quality management system patterns: nonconformance reporting, CAPA workflows, root cause analysis, disposition tracking, supplier quality management, and audit trail generation for ISO 9001 and regulated manufacturing.

Capacity planning, constraint scheduling, sequencing

NCR, CAPA, root cause analysis, ISO 9001