Manage context via MCP

With permission to edit context in WisdomAI, your AI client can use MCP tools to inspect and maintain the definitions that guide WisdomAI answers. This page explains the supported context types and how context changes move from editing to publication. Context is what makes answers consistent: metric definitions, business vocabulary, table relationships, and verified queries. These tools read and edit it.

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Context types

Most context types follow the same four operations: list, get, create or update, and delete. Tool names follow the same pattern for each type. Metrics, for example, use list_domain_metrics, get_domain_metric, upsert_domain_metric, and delete_domain_metric. Two exceptions to the pattern:

• Relationships can be listed, created, updated, and deleted, but not fetched individually.
• Reviewed queries are written in bulk rather than one at a time.

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Manage context

For context changes that use a draft, follow these steps.

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Step 1: Create and edit a draft

Create a draft with create_domain_draft, then create, update, or delete the selected context in that draft. Until the draft is published, its changes are reversible. You can discard the entire draft or remove individual changes from it.

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Step 2: Publish the draft

Publish the draft with publish_domain_draft. The changes reach the domain only when the draft is published.

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Step 3: Reindex the domain

After publishing, reindex the domain with trigger_domain_reindex so the changes are reflected in WisdomAI answers.

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Next steps