Your MCP server will drift from your app. Here's a build gate that stops it.

A developer building RyTask, an open-source project tracker, created a CI gate that ensures every UI feature has a corresponding MCP tool, preventing drift between the application and its agent interface. The gate checks that each capability declared in a module's test plan has a matching MCP tool and vice versa, failing the build if parity is broken. The approach treats AI agents as first-class clients, maintaining full parity between human and agent access.

When I added an MCP server to RyTask an open-source project tracker , I made one promise: anything a person can do in the UI, an AI agent can do over MCP.No read-only second-class agent access. Full parity.The problem with promises like that is they rot. You ship a new feature, wire it into the UI and the REST API, and forget the MCP tool. Three sprints later your "100% parity" is 86% parity and you don't know it. So I made parity a thing CI can prove, and fail the build over. The shape of the system Every business module in RyTask declares the capabilities it owns and the MCP tools that expose them, in one file: js // work-items/module.testplan.ts export const workItemsTestPlan = { capabilities: 'create', 'update', 'assign', 'comment', 'logTime', ... , mcpTools: 'create work item', 'update work item', 'assign work item', ... , } A registry aggregates every module's tools. The MCP server is built from that same registry — there's no separate hand-maintained list to drift. The gate check:mcp-parity walks every capability and asserts a matching tool exists, and every tool maps back to a real capability. One missing pair fails CI: js const missingTool = capabilities.filter c = toolFor c const orphanTool = tools.filter t = capabilityFor t if missingTool.length || orphanTool.length { console.error 'MCP parity broken:', { missingTool, orphanTool } process.exit 1 } It currently reports 49/49. The day I add a "duplicate project" feature and forget the tool, the build goes red and tells me exactly which tool is missing. Parity stopped being a docs claim and became an invariant. Why this matters beyond my project AI agents are becoming real users of software. If your agent surface is a hand-curated subset of your product, it will always lag the UI, and your users' agents will hit walls the humans don't. Treating the agent as a first-class client — held to the same coverage by the same CI that guards everything else — is, I think, where a lot of tools are going to end up. RyTask does the same trick for a few other invariants: module boundaries you can't import another module's internals , multi-tenancy every tenant-scoped query is auto-constrained to the caller's org at the repository layer, and tests assert cross-tenant isolation against a real Postgres , and a "closed testing" gate that fails the build if a declared-requiredtest file is merely missing.It's all open source AGPL-3.0 , built solo. If you want to see the gates in action, the repo's here: github.com/ali-maher-m/RyTask. I'd love feedback on the approach — especially from anyone else building MCP servers for real products.