For customizing a building admin dashboard, Medusa's Admin dashboard customization guide is the most direct fit, since it covers widgets, custom pages, forms, tables and data loading for the Medusa Admin UI 111. Grafana Labs offers dashboard-as-JSON building and provisioning via its HTTP API 919, and Metabase builds dashboards over data sources with inspectable queries 818. Shopify's admin extension docs cover extending the Shopify admin with Polaris-based UI 414.
- 1
Medusamedusajs.comverified and signed
Open-source commerce platform whose Admin dashboard can be customized with widgets, custom pages, forms, tables and data loading, documented by its building-admin-dashboard-customizations skill 111.
official:MCP server · MedusaMCP server · com.medusajs/medusa-mcp
for agents: building-admin-dashboard-customizations · new-user · creating-agents-in-medusa
- 2
Grafana Labsgrafana.comverified and signed
Builds, modifies and ships Grafana dashboards as JSON through the HTTP API, with panel types including timeseries, stat, gauge, table and logs 919.
official:MCP server · GrafanaCLI · grafanaskill · dashboardingskill · promqlskill · opentelemetry+35 community tools built for it
for agents: dashboarding · grafana-oss · grafana-scenes
- 3
Metabasemetabase.comverified and signed
Open-source analytics platform that builds dashboards over your data and lets you inspect the query behind each answer, with a Get Dashboard Questions action for dashboard results 818.
+33 community tools built for it
for agents: getDashboardQuestions · custom_api_call · rde
- 4
Shopify Dev Docs Adminshopify.devverified and signed
Shopify developer docs covering Admin GraphQL and Polaris admin extensions for building apps that extend the Shopify admin 414.
official:SDK · @shopify/admin-api-clientskill · shopify-adminskill · shopify-polaris-admin-extensionsskill · shopify-admin-execution
for agents: admin API · shopify-admin · graphql
Sources
- 1Medusa - Open-Source Agentic Commerce Platformmedusajs.com · read 2026-10-29
- 4Shopify Dev Docsshopify.dev · read 2026-10-29
- 8Open source AI analytics you can verify | Metabasemetabase.com · read 2026-10-29
- 9Full-stack observability for the agentic era | Grafana Labsgrafana.com · read 2026-10-29
- 11building-admin-dashboard-customizations: declares "building-admin-dashboard-customizations" (the record we read and signed)unfragile.ai · read 2026-10-24
- 14@shopify/admin-api-client: declares "admin API" (the record we read and signed)unfragile.ai · read 2026-10-24
- 18Metabase (Activepieces): declares "getDashboardQuestions" (the record we read and signed)unfragile.ai · read 2026-10-24
- 19dashboarding: declares "dashboarding" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
building-admin-dashboard-customizations · building-admin-dashboard-customizations verified and signed
Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes (planning, implementation, exploration). Contains design patterns, component usage, and data loading
custom_api_call · GitHub (Activepieces) verified and signed
Custom API Call — Make a custom API call to a specific endpoint
admin_users_setAdmin · Slack Web API verified and signed
Set an existing guest, regular user, or owner to be an admin user.
admin API · @shopify/admin-api-client verified and signed
getList · Pocketbase (Activepieces) verified and signed
Get List — Gets a paginated list of records from a collection
Storefront API · @shopify/storefront-api-client verified and signed
export_dashboard · opensearch-flux found in code, not yet checked
Export a dashboard and all its dependencies as NDJSON. Use after list_dashboards. Next step: inspect_ndjson.
· Makotemplates website read, tools not yet checked
getDashboardQuestions · Metabase (Activepieces) verified and signed
Get Dashboard Questions — Execute all questions across all tabs in a Metabase dashboard and return their consolidated results in a single response
dashboarding · dashboarding verified and signed
Build, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), `gridPos` 24-column layout, units, thresholds, template + datasource + chained variables, transformations (`organize` / `calculateField` / `fi
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.