Tree Digital Factory

Get Context

Use this for MCP discovery and definitions: data catalog, entity fields and relationships, metric definitions, rule capabilities, and platform knowledge search/fetch. This is metadata only, not row data.

Get Commercial Dashboard

Typed company-scoped commercial dashboard for spend, revenue, margin, ROAS, leads, and delivered leads. Use breakdown=none for the dashboard totals; use campaign, date, platform, or status for a reproducible economics drilldown. Never accepts raw SQL or natural-language query inference.

Get Lead Activity

Typed company-scoped lead activity report. Use summary for new leads, sent leads, and delivered revenue; use acquisition_channels for a paginated channel breakdown. Never accepts raw SQL or natural-language query inference.

Query Leads

Search or count lead-form events with explicit company-scoped filters.

Query Programs

Search or count active or removed programs with city, advertiser, and inventory fields.

Query Prospects

Search or count company prospects; PII remains masked unless the granted scope permits it.

Query Events

Search or count prospect events with bounded event, campaign, product, prospect, and date filters.

Manage Templates

Company-scoped template CRUD. Template deletion requires a prior archive and confirm:true. Creating a campaign from a template belongs to manage_campaigns and always creates a detached draft.

Manage Campaigns

Company-scoped campaign CRUD. All creates are detached drafts. Provider publication is not part of this tool and requires the separate publication workflow.

Query Business Data

Use this for governed runtime business metrics such as leads, channel breakdowns, campaign spend/revenue/margin/ROAS/CPL, delivery counts/failures/revenue, dashboard-aligned cost/income/CA totals, and media performance/quality. It never accepts raw SQL and always enforces company scope. Check result.pagination.hasMore before claiming a capped result is complete.

Analyze Market Potential

Quote-oriented city potential read model. Use this for a reproducible count of unique prospects whose historical lead-form intent targets a city, plus lead forms and delivered leads on products in that city. It supports active and removed programs, applies the authenticated company scope, and does not expose raw event metadata.

Query Platform Entity

Use this for flexible read-only platform row, id, count, aggregate, filtered, groupBy, selected-column, and paginated entity queries when business metrics are not enough. It is not raw SQL: the server enforces company scope, blocks secret/internal columns, masks PII unless explicitly authorized, avoids exact totals on large append-only row reads unless exactTotal is explicitly requested with a bounded scope, and rejects broad generic aggregates over large append-only entities.

Trace Entity Lineage

Use this to answer what a specific row is connected to: why a lead was or was not delivered, which campaign produced a prospect, or which job created an operation. It returns the row plus bounded parent/child relationship evidence, all company-scoped.

Run Diagnostic

Use this for read-only diagnostics that are not plain table queries. Supported types: campaign_publish for failed/partial publish ledger issues, automation_review for risky or failing automation rules, google_ads_audit for Google Ads setup/search/conversion/asset diagnostics, landing_page_tracking for landing runtime/form/tracking signals, and provider_campaign_audit for local Meta/TikTok/Google AdOps ledger + stats diagnostics.

Inspect Code

Engineering/admin read-only tool. Use this to fact-check platform behavior in code through one generic code-inspection surface: search, fetch a snippet, list allowed directories, or find references.

Manage Draft

Use this single governed write surface to validate, create, update, or activate automation rules, alert rules, advertiser orders, campaign templates, template snippets, and landing pages. Creates and updates only affect inactive/draft entities; activation requires confirm:true and the per-kind activation scope.