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Dashboard

The RunContext Cloud dashboard at app.runcontext.dev is where you manage everything about your hosted semantic planes. It’s a read-and-manage interface — you still build and curate metadata locally with the CLI, then publish to the cloud.


The home page shows a snapshot of your organization:

  • Published semantic planes — how many data products are live
  • Overall tier distribution — how many products are Bronze, Silver, Gold
  • Recent activity — latest publishes, team joins, connector runs
  • Connected tools — how many MCP clients are actively querying

This is your at-a-glance health check for your team’s semantic layer.


Browse every data product published to your organization.

Product list — sorted by name, with tier badges (Bronze/Silver/Gold) and last-published dates.

Product detail — click into a product to see:

  • Models — every table/view with descriptions, grain, and ownership
  • Fields — column-level metadata: types, descriptions, semantic roles, sample values
  • Governance — trust status, sensitivity classification, refresh cadence
  • Rules — golden queries, business rules, guardrail filters
  • Lineage — upstream and downstream dependencies
  • Tier scorecard — what’s passing, what’s missing for the next tier

This is the same information available via the MCP server, but presented visually for humans.


Manage who has access to your organization.

Members — list of all team members with their roles and last-active dates.

Invite — send invitations by email. Choose a role:

  • Admin — manage billing, team, and settings
  • Editor — publish and update semantic planes
  • Viewer — read-only access to dashboard and MCP endpoint

API Keys — each team member has their own key for MCP connections. Admins can view and revoke any key.


Managed database connections for automatic introspection.

Active connectors — list of configured databases with their status (connected, error, syncing) and last introspection date.

Add connector — choose a database type, enter connection details, select tables, and set a refresh schedule.

Introspection history — see when each connector last ran, what it found (new tables, changed columns), and any errors.


Monitor how your semantic planes are being used.

  • MCP queries/day — how many times AI tools are hitting your endpoint
  • Top data products — which products are queried most often
  • Top tools — which MCP tools are used most (search, explain, guardrails, etc.)
  • Connected clients — how many unique AI tools are connecting

This helps you understand which data products are most valuable and where to focus curation effort.


Organization-level configuration.

  • Organization name — update your display name
  • Default sensitivity — set a default sensitivity level for new data products
  • Billing — view your current plan, usage, and invoices
  • Payment method — add or update credit card (processed by Stripe)
  • Plan management — upgrade, downgrade, or cancel
  • Danger zone — transfer or delete your organization

Current plan — shows your plan (Team or Enterprise), billing cycle, and next invoice date.

Usage this period — seats used, connectors active, MCP queries made.

Invoices — downloadable PDF invoices for each billing period.

Payment method — Stripe-managed credit card. Update anytime.

Plan changes — upgrades take effect immediately (prorated). Downgrades take effect at the end of the billing cycle. Cancellations retain access through the paid period.