generated: '2026-08-13'
method: derived
source: mcp/bloomreach-mcp.yml + openapi/*.yml
description: 'Binds the Loomi Connect MCP tool catalog to the OpenAPI operations Bloomreach publishes.
  The divergence is the finding: Bloomreach exposes 163 product tools over MCP but publishes OpenAPI for
  only the Discovery/Data Hub slice, so the overwhelming majority of the agent surface has no machine-readable
  REST contract behind it. The Loomi docs say so directly — the tools "call the same APIs that power the
  Bloomreach UI, not dedicated backend endpoints".'
surfaces:
  openapi:
    files: 21
    operations: 42
    note: Discovery search/recommendation/catalog + one Data Hub workspace import operation. Refined from
      Bloomreach's published specs in openapi/_original/.
  openapi_visible_to_agents:
    count: 43
    via: https://documentation.bloomreach.com/mcp (list-specs)
    note: The docs MCP server enumerates 43 OpenAPI specs across data-hub, content, discovery and engagement
      — far more than the 8 originals harvested here. Those definitions are rendered in ReadMe but the
      /openapi/<id> download endpoints now 302 to /404, so they could not be saved verbatim.
  mcp:
    url: https://us.connect.loomi.ai/mcp
    gated: true
    note: tools/list returns HTTP 401 invalid_token; tools mapped from the provider-published docs catalog.
  mcp_public:
    url: https://uqa.api.exponea.dev/cocoaas/public/api/clarity-search/v1/mcp/019d4917-3c76-7479-9f00-06c620b231bb
    gated: false
    note: Conversations prototype server; tools/list probed anonymously, inputSchemas are real.
  graphql:
    present: false
    note: No GraphQL surface found on any Bloomreach host.
crosswalk:
- tool: get_autosuggest_results
  category: Search
  rest:
  - openapi/bloomreach-autosuggest-api-v2-api-openapi.yml#autosuggest-api
  binding: rest
  confidence: high
  note: Autosuggest API v2 on suggest.dxpapi.com is the single documented REST surface behind this tool.
- tool: search_discovery_catalog_products
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records
  binding: rest
  confidence: medium
  note: Catalog Management v3 record listing. The spec operation carries no operationId, so the path+method
    is the binding key.
- tool: search_discovery_catalog_product_variants
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}/variants
  binding: rest
  confidence: medium
  note: Variant listing for a catalog record.
- tool: get_catalog_item
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}
  binding: rest
  confidence: medium
  note: Single record fetch.
- tool: get_discovery_catalog_config
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-catalog-configuration-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/configs/LATEST
  binding: rest
  confidence: medium
  note: Latest catalog configuration.
- tool: get_catalog_configuration
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-catalog-configuration-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/configs/LATEST
  binding: rest
  confidence: medium
  note: Same backing operation as get_discovery_catalog_config; the two tools sit in different Loomi tool
    groups.
- tool: get_discovery_catalog_reserved_attributes
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-catalog-configuration-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/reserved-attributes
  binding: rest
  confidence: high
  note: Name maps 1:1 onto the reserved-attributes operation.
- tool: search_discovery_catalogs
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-view-catalogs-data-api-openapi.yml#GET /accounts/{account_name}/catalogs
  binding: rest
  confidence: medium
  note: Catalog listing for an account.
- tool: search_catalogs
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-view-catalogs-data-api-openapi.yml#GET /accounts/{account_name}/catalogs
  binding: rest
  confidence: low
  note: Marketing-side catalog tool; Engagement catalogs are a different object than Discovery catalogs,
    so this binding is by name only.
- tool: search_discovery_catalog_jobs
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-job-processing-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/jobs
  binding: rest
  confidence: medium
  note: Indexing job listing.
- tool: list_catalog_jobs
  category: Data Hub / catalog
  rest:
  - openapi/bloomreach-job-processing-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/jobs
  binding: rest
  confidence: medium
  note: Same backing operation, Data Hub tool group.
- tool: get_customer_recommendations
  category: Recommendations
  rest:
  - openapi/bloomreach-personalization-based-widgets-api-openapi.yml#personalization-based-widget-api
  - openapi/bloomreach-item-based-recommendation-widget-api-openapi.yml#item-based-recommendation-widget-api
  - openapi/bloomreach-global-recommendations-widget-api-openapi.yml#global-recommendation-widget-api
  binding: rest
  confidence: low
  note: Fans out across the Pathways widget APIs; the tool takes a widget/customer context rather than
    a widget type, so the binding is one-to-many and inexact.
- tool: search_recommendations
  category: Recommendations
  rest:
  - openapi/bloomreach-personalization-based-widgets-api-openapi.yml#personalization-based-widget-api
  binding: rest
  confidence: low
  note: Marketing-side recommendations object; mapped by semantics only.
- tool: search_products
  category: Conversations (search)
  rest:
  - openapi/bloomreach-product-category-search-api-v1-api-openapi.yml#product-category-search-api
  binding: rest
  confidence: medium
  note: The Conversations server is a Clarity Search front end over the same product-search core; probed
    inputSchema exposes natural-language query + structured filters rather than the raw REST params.
- tool: get_product
  category: Conversations (search)
  rest:
  - openapi/bloomreach-product-category-search-api-v1-api-openapi.yml#product-category-search-api
  binding: rest
  confidence: low
  note: Identifier lookup is served by the same search operation with an id filter; no dedicated REST
    get-by-id operation is published.
mcp_only:
- tool: search_scenarios
  group: automation scenarios
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_scenario_nodes
  group: automation scenarios
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_scenario_node
  group: automation scenarios
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_scenario
  group: automation scenarios
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_scenario
  group: automation scenarios
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_scenario
  group: automation scenarios
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_customers
  group: customer profiles and event history
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_customer_properties
  group: customer profiles and event history
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_customer_attribute_values
  group: customer profiles and event history
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_customer_events
  group: customer profiles and event history
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_customers_in_segment
  group: customer profiles and event history
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_email_campaigns
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_sms_campaigns
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: generate_email_campaign_preview_link
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_email_campaign
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_email_campaign
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_email_campaign
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_sms_campaign
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_sms_campaign
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_sms_campaign
  group: email and sms campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_initiatives
  group: initiatives and campaign calendar
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_initiative_items
  group: initiatives and campaign calendar
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_campaign_calendar
  group: initiatives and campaign calendar
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_catalog_items
  group: product catalogs and recommendations
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_catalog_usages
  group: product catalogs and recommendations
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_customer_schema
  group: project schema and data mapping
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_customer_property_schema
  group: project schema and data mapping
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_event_schema
  group: project schema and data mapping
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_mapping
  group: project schema and data mapping
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_project_variables
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_consent_settings
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_frequency_policies
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_data_retention_rules
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_project_users
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_api_triggers
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_integrations
  group: project settings and access
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_voucher_pools
  group: voucher pools and codes
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_voucher_codes
  group: voucher pools and codes
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_banners
  group: web and mobile campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_in_app_messages
  group: web and mobile campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_experiments
  group: web and mobile campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_surveys
  group: web and mobile campaigns
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_cloud_organizations
  group: workspace and project basics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_cloud_organization_details
  group: workspace and project basics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_workspaces
  group: workspace and project basics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_projects
  group: workspace and project basics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_projects_with_overview
  group: workspace and project basics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_project_overview
  group: workspace and project basics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: execute_analytics_eql
  group: ad hoc analytics queries
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: estimate_eql_cost
  group: ad hoc analytics queries
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: calculate_report
  group: ad hoc analytics queries
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_expressions
  group: analytics building blocks
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_aggregates
  group: analytics building blocks
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_running_aggregates
  group: analytics building blocks
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_event_segmentations
  group: analytics building blocks
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_customer_filters
  group: customer filters and segments
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_segmentations
  group: customer filters and segments
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_autosegments
  group: customer filters and segments
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_event_segmentations
  group: customer filters and segments
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_customer_filter
  group: customer filters and segments
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_dashboards
  group: dashboards
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_predictions
  group: predictive customer scores
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_customer_prediction_score
  group: predictive customer scores
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_funnels
  group: saved analyses
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_trends
  group: saved analyses
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_reports
  group: saved analyses
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_discovery_experiments
  group: ab tests
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_experiment_report
  group: ab tests
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_discovery_experiment
  group: ab tests
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: start_discovery_experiment
  group: ab tests
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: end_discovery_experiment
  group: ab tests
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: archive_discovery_experiment
  group: ab tests
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_discovery_accounts
  group: accounts and sites
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_discovery_sites
  group: accounts and sites
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_autosuggest_exclusion_rules
  group: autosuggest
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_autosuggest_exclusion_rule
  group: autosuggest
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_autosuggest_exclusion_rule
  group: autosuggest
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_autosuggest_exclusion_rule
  group: autosuggest
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: bulk_update_autosuggest_exclusion_rules
  group: autosuggest
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_categories
  group: categories
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_dynamic_categories
  group: categories
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_pixel_health_status
  group: event diagnostics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_pixel_event_stream
  group: event diagnostics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_pixel_event_details
  group: event diagnostics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_site_search_facets
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_facets_global
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_category_facets
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_facet_attributes
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_facet_rule
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_facet_rule
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_facet_rule
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_facet_rule
  group: facet rules
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_site_search_media_rules
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_category_media_rules
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_global_media_rules
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_media_rule
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_discovery_assets
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_weblayer_customizations
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_multi_slot_customizations
  group: media rules and assets
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_overall_performance
  group: performance analytics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_search_performance
  group: performance analytics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_category_performance
  group: performance analytics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_products_overview
  group: performance analytics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_trend
  group: performance analytics
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_query_performance
  group: performance table
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_category_performance_table
  group: performance table
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_product_performance_table
  group: performance table
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_brand_performance
  group: performance table
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_page_performance
  group: performance table
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_product_performance
  group: product grid insights
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_discovery_product_grid_insights
  group: product grid insights
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_site_search_ranking_rules
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_ranking_rules_global
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_category_ranking_rules
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_ranking_rule
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_discovery_audiences
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_ranking_rule
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_ranking_rule
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_ranking_rule
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_ranking_rule_variant
  group: ranking rules and audiences
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_redirects
  group: redirects and api parameters
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_api_params
  group: redirects and api parameters
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_redirect
  group: redirects and api parameters
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_redirect
  group: redirects and api parameters
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_redirect
  group: redirects and api parameters
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_synonyms_user
  group: synonyms
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: list_synonyms_br_generated
  group: synonyms
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_synonym
  group: synonyms
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_synonym
  group: synonyms
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_synonym
  group: synonyms
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_api_requests
  group: usage
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_discovery_unique_visitors
  group: usage
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_datahub_catalogs
  group: catalogs jobs and system
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_datahub_jobs
  group: catalogs jobs and system
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_datahub_system_configuration
  group: catalogs jobs and system
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: get_item_collection_configuration
  group: item collection configuration
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_item_collection_configuration
  group: item collection configuration
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: compare_item_collection_configurations
  group: item collection configuration
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: validate_item_collection_attribute
  group: item collection configuration
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_item_collections
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_item_collection_fields
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_item_collection_items
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_item_collection_records
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: create_item_collection
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: update_item_collection_metadata
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: delete_item_collection
  group: item collections
  reason: No public REST operation in the harvested OpenAPI set. Backed by the same dashboard-level APIs
    that power the Bloomreach UI, which are not published as OpenAPI.
- tool: search_productCollections
  group: conversations server
  reason: Server-side composite — runs multiple independent product searches in one call. No single REST
    operation corresponds.
- tool: seeker_products
  group: conversations server
  reason: Conversational narrowing tool for vague queries; a server-side behaviour with no REST equivalent.
rest_only:
- operation: openapi/bloomreach-bestseller-api-v1-api-openapi.yml#bestseller-api
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-catalog-configuration-api-openapi.yml#POST /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/configs/LATEST
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-catalog-configuration-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/configs/{config_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-category-based-widget-api-openapi.yml#category-based-widget-api
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-category-based-widget-products-api-openapi.yml#GET /api/v2/widgets/image/category/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-category-based-widget-products-api-openapi.yml#GET /api/v2/widgets/proxy/category/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-content-search-api-v1-api-openapi.yml#content-search-api
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-feed-indexing-api-openapi.yml#POST /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/indexes
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-global-recommendation-widget-products-api-openapi.yml#GET /api/v2/widgets/image/global/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-global-recommendation-widget-products-api-openapi.yml#GET /api/v2/widgets/proxy/global/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-imports-api-openapi.yml#startWorkspaceImport
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-item-based-recommendation-widget-products-api-openapi.yml#GET /api/v2/widgets/image/item/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-item-based-recommendation-widget-products-api-openapi.yml#GET /api/v2/widgets/proxy/item/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-job-processing-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/jobs/{job_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-keyword-based-widget-api-openapi.yml#keyword-based-widget-api
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-keyword-based-widget-products-api-openapi.yml#GET /api/v2/widgets/image/keyword/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-keyword-based-widget-products-api-openapi.yml#GET /api/v2/widgets/proxy/keyword/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#PUT /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#PATCH /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}/variants/{variant_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}/views
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}/views/{view_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}/views/{view_id}/variants
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-manage-feed-records-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}/records/{record_id}/views/{view_id}/variants/{variant_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-personalization-based-widget-products-api-openapi.yml#GET /api/v2/widgets/image/personalized/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-personalization-based-widget-products-api-openapi.yml#GET /api/v2/widgets/proxy/personalized/{widget_id}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-personalization-based-widgets-api-openapi.yml#recently-viewed-widget-api
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-view-catalogs-data-api-openapi.yml#GET /accounts/{account_name}/catalogs/{catalog_name}/environments/{environment_name}
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-visual-search-api-openapi.yml#upload-api
  reason: No Loomi Connect tool names this operation.
- operation: openapi/bloomreach-visual-search-api-openapi.yml#visual-search-response-api
  reason: No Loomi Connect tool names this operation.
coverage:
  tools_named: 162
  tools_bound: 15
  mcp_only: 148
  rest_operations_total: 42
  rest_operations_with_a_tool: 12
  rest_only: 30