Discover WPML languages and translatable types, read a post's language and translation group, assign a language, join existing posts into one translation group, and resolve a post or term id into another language.
Pro integration profile
Localization
Dependency-aware · isolated loading · live schema discovery · licence-gated
Why plugin-aware matters
A multilingual site combines language configuration, translated routes, exclusions, caches, provider state, canonicals, and hreflang. A localization-aware module makes those related surfaces visible together.
Capability map
This is a human-readable capability map. The live WPPilot ability registry and its input schemas remain authoritative for exact operations and parameters on your installed version.
WPML workflow examples
Each example begins with discovery and a read. Writes should follow only after the current structure, dependencies, and review path are clear.
Start by inspecting the relevant setup health state. Ask the agent to show the exact target, intended inputs, affected shared resources, and validation step before it executes.
Start by inspecting the relevant language discovery state. Ask the agent to show the exact target, intended inputs, affected shared resources, and validation step before it executes.
Start by inspecting the relevant translatable post types and taxonomies state. Ask the agent to show the exact target, intended inputs, affected shared resources, and validation step before it executes.
A production-minded sequence
The module makes the operation typed. Your workflow still determines whether the outcome is trustworthy.
Keep the target narrow, record what evidence was checked, and report any external or visual path that remains unverified.
Keep the target narrow, record what evidence was checked, and report any external or visual path that remains unverified.
Keep the target narrow, record what evidence was checked, and report any external or visual path that remains unverified.
Keep the target narrow, record what evidence was checked, and report any external or visual path that remains unverified.
Keep the target narrow, record what evidence was checked, and report any external or visual path that remains unverified.
Operating boundary
Specific guardrail
WPML stores language in its own table, so content created without it in mind has no language until one is assigned. The module writes only through WPML's published hooks, does not generate translations, and cannot write string translations because WPML publishes no hook for one. Language and group writes require confirmation.
Where a translation provider is used, keep its keys secret. Validate public translated routes after changes, including exclusions, redirects, canonicals, hreflang, switcher behavior, translation links, and any provider synchronization that applies.
Read the safety checklist →WPML MCP FAQ
Reviewed against the current WPPilot module and client registries on August 10, 2026.
Discover WPML languages and translatable types, read a post's language and translation group, assign a language, join existing posts into one translation group, and resolve a post or term id into another language.
No. The specialized WPML module is part of WPPilot Pro. WPPilot Free supplies the MCP server, connection, policy, core abilities, diagnostics, and change controls that Pro extends.
No. WPPilot Pro checks the relevant dependency and licence state. The live integration health and ability registry are the source of truth for the installed site.
Only within the connected WordPress user's capabilities, the active WPPilot safety profile, enabled abilities, and any confirmation or approval requirement. WPML stores language in its own table, so content created without it in mind has no language until one is assigned. The module writes only through WPML's published hooks, does not generate translations, and cannot write string translations because WPML publishes no hook for one. Language and group writes require confirmation.
Where a translation provider is used, keep its keys secret. Validate public translated routes after changes, including exclusions, redirects, canonicals, hreflang, switcher behavior, translation links, and any provider synchronization that applies. A successful tool result is evidence that an operation returned successfully, not proof that every front-end, provider, or production path is correct.
More localization
Use the category page to compare adjacent workflows, then inspect the dedicated module that matches your installed stack.
Manage Weglot languages, excluded URLs, translated URLs, switcher settings, cache state, cloud synchronization, and core configuration.
Discover Polylang languages and translated content, inspect or assign a post language, and link translations through confirmation-gated WPPilot Pro abilities.
Before the first write
The sequence matters more than the tool. Ask the agent to describe what is already there. Check its answer against the plugin itself. If the description is wrong, stop. Nothing written after that will be right.
Once the description matches, make one small change. Not a batch. One. Then open the plugin and look at the result with your own eyes.
A tool result that says success means the call returned. It does not mean the page is correct. Caches, templates, notifications and front-end styles are all outside what the call can see. WPML stores language in its own table, so content created without it in mind has no language until one is assigned. The module writes only through WPML's published hooks, does not generate translations, and cannot write string translations because WPML publishes no hook for one. Language and group writes require confirmation.
Do the first few sessions on staging. Use a WordPress user created for this connection. Keep the safety profile tight until you have watched a full session in the change ledger. None of that takes long, and it is the difference between a workflow you trust and one you hope about.
Your site · your policy · your AI client
Start with WPPilot Free for the MCP foundation. Add Pro when your work needs WPML-specific structure, plugin-aware skills, memory, or human approvals.