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The tools: array was hand-maintained and had drifted from openapi.yaml in two ways that only surfaced when an agent hit them: create-product omitted productcode and could never succeed, and list-products declared no parameters so it could not paginate — which let a model answer a product count that looked right and had not come from the tool's output. It is now produced by k8s-platform/tools/generate-mcp-tools.py: deck file openapi2mcp does the conversion, and the wrapper re-injects the five things Kong's generator cannot emit — per-tool ACLs, the MCP behavioural annotations, the response schemas the plugin uses for structuredOutput, the real upstream host, and JSON-only request bodies. Each is a documented gap; see k8s-platform/MCP-TOOL-GENERATION.md. tools-policy.yaml carries the ACLs and doubles as the allow-list: an operation becomes a tool only if the policy names it. Kong would otherwise expose every operation in the spec, DELETE included, and can express no authorization at all from a bearer-token spec — silently, exit 0, no warning. Same three tools as before, same ACLs. What changed: pagination is now callable, create-product's required list matches the API (quantityinstock included, which the hand-written repair had missed), each tool declares its response schema, and the request body is no longer tripled across three identical content types. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>