generated: '2026-08-02'
method: derived
source: mcp/visier-mcp.yml + openapi/visier-data-out-apis-openapi.yaml + openapi/visier-analytic-model-apis-openapi.yaml
notes: >-
  Visier documents its data-query MCP tools as "structured wrappers around Visier's public data query
  APIs", which makes the binding below a documented relationship rather than an inferred one — but the
  live tools/list manifest is tenant-scoped and OAuth-gated, so wire-level tool ids and inputSchemas
  could not be introspected. Rows are therefore mapped by published display name and semantics, and
  confidence is set accordingly. Each bound tool's real input contract is the referenced operation's
  parameters + requestBody in the OpenAPI.
surfaces:
  openapi:
  - file: openapi/visier-data-out-apis-openapi.yaml
    operations: 38
  - file: openapi/visier-analytic-model-apis-openapi.yaml
    operations: 87
  graphql:
    present: false
  mcp:
    url: https://{vanity_name}.app.visier.com/visier-query-mcp
    gated: true
    gate: OAuth 2.0, tenant-scoped host
crosswalk:
- tool: Ask Vee AI agent
  category: vee
  rest:
  - VeeV1_VeeQuestionRequest
  binding: rest
  confidence: high
  note: >-
    POST /v1/vee/question in the Data Out APIs is the public Vee question endpoint; the MCP tool is
    the agent-facing wrapper. VeeV1_VeeFeedback (POST /v1/vee/feedback) is the sibling feedback
    operation and is not exposed as an MCP tool.
- tool: Get sample Vee questions
  category: vee
  rest:
  - VeeV1_VeeSampleQuestions
  - VeeV1_VeeSampleQuestionCategories
  binding: rest
  confidence: high
- tool: Run an aggregate metric query
  category: data-query
  rest:
  - DataQuery_Aggregate
  binding: rest
  confidence: high
- tool: Run a list query
  category: data-query
  rest:
  - DataQuery_List
  binding: rest
  confidence: high
- tool: Search analytic objects
  category: data-query
  rest:
  - DataModel_AnalyticObjects
  - DataModel_AnalyticObject
  binding: rest
  confidence: medium
  note: Fans out to the analytic-object list and detail operations in the Analytic Model APIs.
- tool: Search properties for an analytic object
  category: data-query
  rest:
  - DataModel_Properties
  - DataModel_Property
  binding: rest
  confidence: medium
- tool: Search metrics
  category: data-query
  rest:
  - DataModel_Metrics
  - DataModel_Metric
  binding: rest
  confidence: medium
- tool: Search dimensions for a metric
  category: data-query
  rest:
  - DataModel_MetricDimensions
  binding: rest
  confidence: high
- tool: Search dimensions for an analytic object
  category: data-query
  rest:
  - DataModel_Dimensions
  - DataModel_Dimension
  binding: rest
  confidence: high
- tool: Search dimension members for filtering
  category: data-query
  rest:
  - DataModel_Members
  - DataModel_Member
  binding: rest
  confidence: high
- tool: Get an object reference graph
  category: data-query
  rest:
  - DataModel_AnalyticObject
  - DataModel_Dimensions
  binding: rest
  confidence: low
  note: >-
    No single public REST operation returns an object reference graph. Visier states the data-query
    tools are wrappers over the public data query APIs and that results are shaped for LLM
    consumption (e.g. returning only top dimension members), so this tool is most likely a
    server-side composite over the analytic-object and dimension operations. Recorded as low
    confidence rather than asserted.
mcp_only: []
rest_only:
- capability: Data query — snapshot and SQL-like
  operations:
  - Query_Snapshot
  - DataQuery_SqlLike
  - DataQuery_ConnectorVersion
- capability: Vee feedback and status
  operations:
  - VeeV1_VeeFeedback
  - VeeV1_VeeStatus
  - VeeV1_VeeSampleQuestionCategory
- capability: Data version export
  operations:
  - DataVersionExport_GetAvailableDataVersions
  - DataVersionExport_GetAvailableExports
  - DataVersionExport_GetExport
  - DataVersionExport_ScheduleExportJob
  - DataVersionExport_GetExportJobStatus
- capability: Data export connectors
  operations:
  - DataExportConnectorsAPI_ListConnectors
  - DataExportConnectorsAPI_DispatchJob
  - DataExportConnectorsAPI_ListCredentials
  - DataExportConnectorsAPI_CreateCredential
  - DataExportConnectorsAPI_GetJobStatus
- capability: Search and reporting
  operations:
  - Search_SimpleSearchDocumentHeaders
  - Search_ContextSearchDocumentHeaders
- capability: Analytic model write operations (properties, dimensions, concepts, object configuration)
  operations:
  - DataModel_CreateProperties
  - DataModel_PutProperties
  - DataModel_UpdateProperties
  - DataModel_DeleteProperties
  - DataModel_UpdateDimensions
- capability: Everything in the Administration, Data In, Planning, Webhooks, Compensation Benchmarks and Skills Intelligence Engine collections
  note: >-
    The Visier Query MCP server is read/query oriented. No administration, data-loading, planning,
    webhook-management, compensation-benchmark or skills-intelligence operation has an MCP tool.
coverage:
  tools_named: 11
  tools_bound: 11
  tools_bound_high_confidence: 7
  tools_bound_medium_confidence: 3
  tools_bound_low_confidence: 1
  mcp_only: 0
  rest_operations_total: 366
  rest_operations_in_query_surface: 125
  rest_operations_with_a_tool: 15