Tool tree
TabulaFlow
Implementation
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tabulaflow_get_workspace_stateAnswer
Inspect the visible workspace, active IDs, filters, data summary, diagnostics, and runtime health before acting.
View tool JSON
{
"name": "tabulaflow_get_workspace_state",
"kind": "answer",
"impl": "imperative",
"description": "Inspect the visible workspace, active IDs, filters, data summary, diagnostics, and runtime health before acting.",
"inputSchema": {
"type": "object",
"properties": {},
"additionalProperties": false
}
}tabulaflow_get_capabilitiesAction
Discover TabulaFlow WebMCP capabilities and safety boundaries. This tool is always available and does not require login or an open dataset.
View tool JSON
{
"name": "tabulaflow_get_capabilities",
"kind": "act",
"impl": "imperative",
"description": "Discover TabulaFlow WebMCP capabilities and safety boundaries. This tool is always available and does not require login or an open dataset.",
"inputSchema": {
"type": "object",
"properties": {},
"additionalProperties": false
}
}tabulaflow_get_workflow_guideAction
Explain Source, Prepare, Compose, collaboration revisions, and the actions that always remain under user control.
View tool JSON
{
"name": "tabulaflow_get_workflow_guide",
"kind": "act",
"impl": "imperative",
"description": "Explain Source, Prepare, Compose, collaboration revisions, and the actions that always remain under user control.",
"inputSchema": {
"type": "object",
"properties": {},
"additionalProperties": false
}
}tabulaflow_get_available_actionsAnswer
Return the actions currently valid for the visible workspace or one dataset/operation target.
View tool JSON
{
"name": "tabulaflow_get_available_actions",
"kind": "answer",
"impl": "imperative",
"description": "Return the actions currently valid for the visible workspace or one dataset/operation target.",
"inputSchema": {
"type": "object",
"properties": {
"targetId": {
"type": "string",
"minLength": 1
}
},
"required": [],
"additionalProperties": false
}
}tabulaflow_get_activity_logAnswer
Read the newest privacy-safe activity entries produced by both the user UI and AI agents. Use targetId or actor to narrow the result.
View tool JSON
{
"name": "tabulaflow_get_activity_log",
"kind": "answer",
"impl": "imperative",
"description": "Read the newest privacy-safe activity entries produced by both the user UI and AI agents. Use targetId or actor to narrow the result.",
"inputSchema": {
"type": "object",
"properties": {
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 100,
"default": 50
},
"targetId": {
"type": "string",
"minLength": 1
},
"actor": {
"type": "string",
"enum": [
"user",
"agent",
"system"
]
}
},
"required": [],
"additionalProperties": false
}
}tabulaflow_get_changes_sinceAnswer
Read ordered activity changes newer than a cursor. Use this before another mutation when the user may have changed the workspace.
View tool JSON
{
"name": "tabulaflow_get_changes_since",
"kind": "answer",
"impl": "imperative",
"description": "Read ordered activity changes newer than a cursor. Use this before another mutation when the user may have changed the workspace.",
"inputSchema": {
"type": "object",
"properties": {
"cursor": {
"type": "integer",
"minimum": 0,
"description": "The last activity cursor already observed."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 100,
"default": 100
}
},
"required": [
"cursor"
],
"additionalProperties": false
}
}tabulaflow_get_operation_statusAnswer
Poll an async mutation for status, progress, terminal result, or safe diagnostic.
View tool JSON
{
"name": "tabulaflow_get_operation_status",
"kind": "answer",
"impl": "imperative",
"description": "Poll an async mutation for status, progress, terminal result, or safe diagnostic.",
"inputSchema": {
"type": "object",
"properties": {
"operationId": {
"type": "string",
"minLength": 1
}
},
"required": [
"operationId"
],
"additionalProperties": false
}
}tabulaflow_cancel_operationSensitive Action
Cancel an accepted or running mutation before commit, or dismiss an awaiting-user Source interaction. Mutation results explicitly report whether cancellation was accepted, already terminal, or past the commit boundary.
View tool JSON
{
"name": "tabulaflow_cancel_operation",
"kind": "transact",
"impl": "imperative",
"description": "Cancel an accepted or running mutation before commit, or dismiss an awaiting-user Source interaction. Mutation results explicitly report whether cancellation was accepted, already terminal, or past the commit boundary.",
"inputSchema": {
"type": "object",
"properties": {
"operationId": {
"type": "string",
"minLength": 1
},
"interactionId": {
"type": "string",
"minLength": 1
}
},
"oneOf": [
{
"required": [
"operationId"
]
},
{
"required": [
"interactionId"
]
}
],
"additionalProperties": false
}
}tabulaflow_get_pending_confirmationsAnswer
List privacy-safe destructive requests waiting for a visible user decision. AI agents can inspect or reject a request, but can never confirm deletion.
View tool JSON
{
"name": "tabulaflow_get_pending_confirmations",
"kind": "answer",
"impl": "imperative",
"description": "List privacy-safe destructive requests waiting for a visible user decision. AI agents can inspect or reject a request, but can never confirm deletion.",
"inputSchema": {
"type": "object",
"properties": {},
"additionalProperties": false
}
}tabulaflow_reject_confirmationAction
Cancel one pending destructive request. This tool cannot confirm or perform deletion; approval remains a visible user-only action.
View tool JSON
{
"name": "tabulaflow_reject_confirmation",
"kind": "act",
"impl": "imperative",
"description": "Cancel one pending destructive request. This tool cannot confirm or perform deletion; approval remains a visible user-only action.",
"inputSchema": {
"type": "object",
"properties": {
"confirmationId": {
"type": "string",
"minLength": 1
}
},
"required": [
"confirmationId"
],
"additionalProperties": false
}
}tabulaflow_open_workspaceAction
Show Source, Prepare, Compose, or Account in the current TabulaFlow page. Prepare and Compose are available only when the current flow has the required data.
View tool JSON
{
"name": "tabulaflow_open_workspace",
"kind": "act",
"impl": "imperative",
"description": "Show Source, Prepare, Compose, or Account in the current TabulaFlow page. Prepare and Compose are available only when the current flow has the required data.",
"inputSchema": {
"type": "object",
"properties": {
"workspace": {
"type": "string",
"enum": [
"source",
"prepare",
"compose",
"account"
],
"description": "The TabulaFlow workspace to show."
}
},
"required": [
"workspace"
],
"additionalProperties": false
}
}tabulaflow_sourceAction
Request local Source interactions or use signed-in cloud files through one stable Source dispatcher.
View tool JSON
{
"name": "tabulaflow_source",
"kind": "act",
"impl": "imperative",
"description": "Request local Source interactions or use signed-in cloud files through one stable Source dispatcher.",
"inputSchema": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"get_action_contract",
"request_source_file",
"request_source_relink",
"request_reset_all",
"list_cloud_files",
"open_cloud_file",
"request_cloud_upload",
"begin_agent_upload",
"get_agent_upload_status",
"commit_agent_upload",
"cancel_agent_upload"
],
"description": "The exact dispatcher action to run. Use get_action_contract to inspect another action's input contract."
},
"input": {
"type": "object",
"description": "Action-specific input. For get_action_contract, pass { action: \"target_action\" }.",
"additionalProperties": true
}
},
"required": [
"action"
],
"additionalProperties": false
}
}tabulaflow_prepare_readAnswer
Inspect Prepare data, recipes, semantics, metrics, profiles, values, previews, and dry-runs without changing workspace data.
View tool JSON
{
"name": "tabulaflow_prepare_read",
"kind": "answer",
"impl": "imperative",
"description": "Inspect Prepare data, recipes, semantics, metrics, profiles, values, previews, and dry-runs without changing workspace data.",
"inputSchema": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"get_action_contract",
"get_calculation_catalog",
"get_recipe",
"get_semantic_model",
"list_metric_definitions",
"get_prepare_dataset",
"get_data_profile",
"query_column_values",
"get_prepare_preview",
"preview_recipe_change"
],
"description": "The exact dispatcher action to run. Use get_action_contract to inspect another action's input contract."
},
"input": {
"type": "object",
"description": "Action-specific input. For get_action_contract, pass { action: \"target_action\" }.",
"additionalProperties": true
}
},
"required": [
"action"
],
"additionalProperties": false
}
}tabulaflow_prepare_mutateAction
Run guarded Prepare selections, filters, recipe mutations, exports, duplication, semantic changes, metrics, and deletion requests.
View tool JSON
{
"name": "tabulaflow_prepare_mutate",
"kind": "act",
"impl": "imperative",
"description": "Run guarded Prepare selections, filters, recipe mutations, exports, duplication, semantic changes, metrics, and deletion requests.",
"inputSchema": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"get_action_contract",
"select_prepared_dataset",
"update_semantic_field",
"upsert_metric_definition",
"delete_metric_definition",
"replace_recipe",
"duplicate_prepared_dataset",
"set_aggregate_columns",
"set_preview_filter",
"remove_preview_filter",
"clear_preview_filters",
"export_prepare",
"add_recipe_step",
"request_delete_all_recipe_steps",
"update_recipe_step",
"set_recipe_step_enabled",
"move_recipe_step",
"undo_recipe",
"redo_recipe",
"apply_value_action",
"request_delete"
],
"description": "The exact dispatcher action to run. Use get_action_contract to inspect another action's input contract."
},
"input": {
"type": "object",
"description": "Action-specific input. For get_action_contract, pass { action: \"target_action\" }.",
"additionalProperties": true
}
},
"required": [
"action"
],
"additionalProperties": false
}
}tabulaflow_compose_readAnswer
Inspect Compose operations, graph state, schemas, previews, quality, validation, semantics, metrics, and connection options.
View tool JSON
{
"name": "tabulaflow_compose_read",
"kind": "answer",
"impl": "imperative",
"description": "Inspect Compose operations, graph state, schemas, previews, quality, validation, semantics, metrics, and connection options.",
"inputSchema": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"get_action_contract",
"describe_operation",
"get_semantic_model",
"list_metric_definitions",
"get_compose_graph",
"get_compose_node",
"get_node_schema",
"get_node_preview",
"get_compose_node_quality",
"validate_compose_operation",
"get_connection_options"
],
"description": "The exact dispatcher action to run. Use get_action_contract to inspect another action's input contract."
},
"input": {
"type": "object",
"description": "Action-specific input. For get_action_contract, pass { action: \"target_action\" }.",
"additionalProperties": true
}
},
"required": [
"action"
],
"additionalProperties": false
}
}tabulaflow_compose_mutateAction
Run guarded Compose selection, layout, export, operation, promotion, semantic, metric, and deletion-request actions.
View tool JSON
{
"name": "tabulaflow_compose_mutate",
"kind": "act",
"impl": "imperative",
"description": "Run guarded Compose selection, layout, export, operation, promotion, semantic, metric, and deletion-request actions.",
"inputSchema": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"get_action_contract",
"update_semantic_field",
"upsert_metric_definition",
"delete_metric_definition",
"select_compose_node",
"auto_arrange_compose",
"move_compose_node",
"export_compose",
"create_compose_operation",
"update_compose_operation",
"promote_compose_result",
"request_delete"
],
"description": "The exact dispatcher action to run. Use get_action_contract to inspect another action's input contract."
},
"input": {
"type": "object",
"description": "Action-specific input. For get_action_contract, pass { action: \"target_action\" }.",
"additionalProperties": true
}
},
"required": [
"action"
],
"additionalProperties": false
}
}tabulaflow_qualitative_codingAction
Read codebook, pseudonymized batches, or progress; submit suggestions. AI cannot approve them.
View tool JSON
{
"name": "tabulaflow_qualitative_coding",
"kind": "act",
"impl": "imperative",
"description": "Read codebook, pseudonymized batches, or progress; submit suggestions. AI cannot approve them.",
"inputSchema": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"get-project",
"get-batch",
"submit-batch",
"get-progress"
]
},
"projectId": {
"type": "string",
"minLength": 1
},
"batchId": {
"type": "string",
"minLength": 1
},
"offset": {
"type": "integer",
"minimum": 0,
"default": 0
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"default": 25
},
"submissions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"responseRef": {
"type": "string",
"minLength": 1
},
"codeIds": {
"type": "array",
"items": {
"type": "string",
"minLength": 1
},
"uniqueItems": true
},
"evidence": {
"type": "string",
"minLength": 1,
"maxLength": 1000
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"uncertain": {
"type": "boolean",
"default": false
},
"rationale": {
"type": "string",
"maxLength": 280
}
},
"required": [
"responseRef",
"codeIds",
"evidence",
"confidence"
],
"additionalProperties": false
},
"minItems": 1,
"maxItems": 100
},
"expectedRevision": {
"type": "integer",
"minimum": 0
},
"requestId": {
"type": "string",
"minLength": 8,
"maxLength": 160
}
},
"required": [
"action"
],
"additionalProperties": false
}
}