Data and records

Beta

The tool catalog is in beta and is a point-in-time snapshot of the integration inventory, so an entry can differ from what your organization sees in product.

Data stores, warehouses, and records systems an agent can query and export from. 11 integrations, 185 tools.

Tool names below are the fully qualified names an agent sees once the integration is connected. Where an integration offers more than one connection, the names shown use the primary connection’s prefix; connecting through another variant prefixes its tools with that variant’s own integration ID instead. See Tool Catalog for how tools are granted and named.

Cribl

34 tools. Connect with OAuth 2.0 client credentials.

Tool	Description	Arguments
cribl_cancel_search_job	Cancel a running Cribl Search job	required job_id
cribl_commit_deploy	Commit Cribl configuration changes with a message and optionally deploy to workers	required message optional deploy, worker_group
cribl_diagnose_worker_group	Get a comprehensive diagnostic summary of a Cribl worker group including health, pipeline count, route count, source count, and destination count	required worker_group_id
cribl_explain_data_flow	Show the complete data flow topology for a worker group: all sources, routes with their pipeline and output references, and all destinations	optional worker_group
cribl_get_collector	Get one Cribl collector by exact ID with its full configuration	required collector_id optional worker_group
cribl_get_deployment_info	Get Cribl deployment version, health status, and system information	optional worker_group
cribl_get_git_status	Get the git configuration and version control status for Cribl configuration management	optional worker_group
cribl_get_input	Get one Cribl source by exact ID or exact name when available	required query optional worker_group
cribl_get_lookup	Get one Cribl lookup file by exact ID	required lookup_id optional worker_group
cribl_get_output	Get one Cribl destination by exact ID or exact name when available	required query optional worker_group
cribl_get_pack	Get one Cribl pack by exact ID	required pack_id optional worker_group
cribl_get_pipeline	Get one Cribl pipeline by exact ID or exact description match	required query optional worker_group
cribl_get_route	Get one Cribl route by exact route ID or route name	required query optional worker_group
cribl_get_search_job	Get the status and optionally the results of a Cribl Search job by ID	required job_id optional include_results, limit, offset
cribl_get_system_health	Get Cribl health status for the global system or a specific worker group	optional worker_group
cribl_get_system_metrics	Get Cribl internal system metrics including throughput, CPU, memory, and event processing stats	optional worker_group
cribl_list_collectors	List Cribl collectors (scheduled or ad-hoc data collection tasks) with optional filtering	optional limit, query, worker_group
cribl_list_datasets	List Cribl Search and Lake datasets available for querying	optional limit, query
cribl_list_event_breakers	List Cribl event breaker rule sets that define how raw data is split into discrete events	optional limit, query, worker_group
cribl_list_global_variables	List Cribl global variables (environment-level key-value pairs used across pipelines and routes)	optional limit, query, worker_group
cribl_list_inputs	List Cribl sources with optional worker group scoping and text filtering	optional limit, query, worker_group
cribl_list_lookups	List Cribl lookup files used for data enrichment in pipelines	optional limit, query, worker_group
cribl_list_notification_targets	List Cribl notification targets (webhooks, Slack endpoints, email) configured for system alerts	optional limit, query
cribl_list_outputs	List Cribl destinations with optional worker group scoping and text filtering	optional limit, query, worker_group
cribl_list_packs	List Cribl packs (bundles of pipelines, routes, and functions) with optional filtering	optional limit, query, worker_group
cribl_list_pipelines	List Cribl pipelines with optional worker group scoping and text filtering	optional limit, query, worker_group
cribl_list_routes	List individual Cribl routes from the routing table with optional worker group scoping	optional limit, query, worker_group
cribl_list_search_jobs	List Cribl Search jobs with their status, query, and timing metadata	optional limit, query
cribl_list_worker_groups	List Cribl Stream worker groups with optional text filtering	optional limit, query
cribl_run_collector	Trigger an ad-hoc run of a Cribl collector. Returns the job information for the triggered run	required collector_id optional worker_group
cribl_search_events	Run a Cribl Search query, poll for completion, and return parsed event results with pagination metadata	required query optional dataset, earliest, latest, limit, max_wait_seconds, offset, sample_rate
cribl_toggle_input	Enable or disable a Cribl source using a safe read-modify-write cycle. Concurrent edits to the same source between GET and PATCH may be lost	required input_id, enabled optional worker_group
cribl_toggle_output	Enable or disable a Cribl destination using a safe read-modify-write cycle. Concurrent edits to the same destination between GET and PATCH may be lost	required output_id, enabled optional worker_group
cribl_toggle_route	Enable or disable a Cribl route inside its routing table using a read-modify-write cycle: the table is re-fetched before PATCH, but the API replaces the whole table—concurrent edits to other routes in the same table can still be lost	required route_id, enabled optional worker_group

Google BigQuery

7 tools. Credentials are supplied in the connection settings.

Tool	Description	Arguments
google-bigquery_describe_table	Get one table’s column schema plus its row count, byte size, and partitioning. Free: reading table metadata scans no table bytes. Read this before writing SQL so column names and types are exact.	required dataset_id, table_id optional max_columns
google-bigquery_estimate_query_cost	Dry-run a GoogleSQL query without executing it: reports whether it parses, how BigQuery classifies the statement, how many bytes it would scan, which tables it touches, and whether run_query would accept it.	required sql
google-bigquery_get_query_results	Page further into the results of a query that run_query already executed, addressed by its job_id.	required job_id optional limit, start_index
google-bigquery_list_datasets	—	optional limit
google-bigquery_list_tables	—	required dataset_id optional limit
google-bigquery_preview_table_rows	Read rows straight off a table, with no query involved. This costs nothing — BigQuery bills a query for every byte it scans, but reading stored rows is free.	required dataset_id, table_id optional columns, limit, start_index
google-bigquery_run_query	Run a read-only GoogleSQL query. Every statement is dry-run first and executed only if BigQuery classifies it as a SELECT, so INSERT, UPDATE, DELETE, MERGE, CREATE and every other write is refused before anything runs.	required sql optional limit

Microsoft eDiscovery

46 tools. Available as 4 connections: Microsoft eDiscovery (OAuth 2.0), Microsoft eDiscovery (Application) (OAuth 2.0 client credentials), Microsoft eDiscovery (GCC High) (OAuth 2.0), Microsoft eDiscovery (GCC High, Application) (OAuth 2.0 client credentials).

Tool	Description	Arguments
microsoft-ediscovery_activate_custodian	Re-activate a previously released custodian in an eDiscovery case.	required case_id, custodian_id
microsoft-ediscovery_add_case_member	Add a user or role group as a member of an eDiscovery case. Provide recipientType and one of: memberId, smtpAddress (for users), or displayName (for role groups).	required case_id, recipient_type optional display_name, member_id, smtp_address
microsoft-ediscovery_add_to_review_set	Add search results to a review set for further analysis and export.	required case_id, review_set_id, search_id optional additional_data_options
microsoft-ediscovery_apply_custodian_hold	Place a legal hold on one or more custodians in an eDiscovery case.	required case_id, ids
microsoft-ediscovery_apply_noncustodial_hold	Place a legal hold on a non-custodial data source in an eDiscovery case.	required case_id, noncustodial_data_source_id
microsoft-ediscovery_close_case	Close an active eDiscovery case.	required case_id
microsoft-ediscovery_create_case	Create a new eDiscovery case with a display name, optional description, and external ID.	required display_name optional description, external_id
microsoft-ediscovery_create_custodian	Add a custodian to an eDiscovery case by their email address.	required case_id, email
microsoft-ediscovery_create_hold_site_source	Add a SharePoint site to a legal hold policy by its URL.	required case_id, hold_id, site_web_url
microsoft-ediscovery_create_hold_user_source	Add a user’s mailbox to a legal hold policy by email address. This automatically also covers the user’s own OneDrive site, so no separate call is needed for it.	required case_id, hold_id, email
microsoft-ediscovery_create_legal_hold	Create a legal hold policy in an eDiscovery case with an optional KQL content query.	required case_id, display_name optional content_query, description, is_enabled
microsoft-ediscovery_create_noncustodial_data_source	Add a non-custodial data source (SharePoint site or user mailbox) to an eDiscovery case.	required case_id, data_source_type optional email, site_web_url
microsoft-ediscovery_create_review_set	Create a new review set in an eDiscovery case.	required case_id, display_name optional description
microsoft-ediscovery_create_search	Create a new eDiscovery search with a KQL content query and data source scopes.	required case_id, display_name optional content_query, data_source_scopes, description
microsoft-ediscovery_delete_case	Delete an eDiscovery case by its ID.	required case_id
microsoft-ediscovery_delete_hold_site_source	Remove a SharePoint site source from a legal hold policy.	required case_id, hold_id, site_source_id
microsoft-ediscovery_delete_hold_user_source	Remove a user source from a legal hold policy.	required case_id, hold_id, user_source_id
microsoft-ediscovery_delete_legal_hold	Delete a legal hold policy from an eDiscovery case.	required case_id, hold_id
microsoft-ediscovery_estimate_search_statistics	Run an estimate statistics operation on data matched by an eDiscovery search. Returns estimated item count and size.	required case_id, search_id
microsoft-ediscovery_export_review_set	Export data from a review set in an eDiscovery case.	required case_id, review_set_id, output_name optional description, export_options, export_structure
microsoft-ediscovery_export_search_result	Export results from an estimated eDiscovery search. Requires additionalOptions, exportCriteria, and exportFormat.	required case_id, search_id, additional_options, export_criteria, export_format optional description, display_name, export_location
microsoft-ediscovery_get_case	Get details of a specific eDiscovery case by its ID.	required case_id
microsoft-ediscovery_get_custodian	Get details of a specific custodian in an eDiscovery case, including hold status and email.	required case_id, custodian_id
microsoft-ediscovery_get_legal_hold	Get details of a specific legal hold policy in an eDiscovery case.	required case_id, hold_id
microsoft-ediscovery_get_noncustodial_data_source	Get details of a specific non-custodial data source in an eDiscovery case.	required case_id, noncustodial_data_source_id
microsoft-ediscovery_get_search	Get details of a specific eDiscovery search.	required case_id, search_id
microsoft-ediscovery_list_case_members	List members (users and role groups) of an eDiscovery case.	required case_id optional filter_query, skip, top
microsoft-ediscovery_list_case_operations	List long-running operations in an eDiscovery case (exports, holds, index operations, etc.).	required case_id optional filter_query, skip, top
microsoft-ediscovery_list_cases	List all eDiscovery cases. Supports OData filtering, pagination, and ordering.	optional filter_query, orderby, skip, top
microsoft-ediscovery_list_custodians	List custodians in an eDiscovery case. Custodians are people whose data is under investigation.	required case_id optional filter_query, skip, top
microsoft-ediscovery_list_hold_site_sources	List SharePoint site sources associated with a legal hold policy.	required case_id, hold_id optional filter_query, skip, top
microsoft-ediscovery_list_hold_user_sources	List user (mailbox) sources associated with a legal hold policy.	required case_id, hold_id optional filter_query, skip, top
microsoft-ediscovery_list_legal_holds	List legal hold policies in an eDiscovery case.	required case_id optional filter_query, skip, top
microsoft-ediscovery_list_noncustodial_data_sources	List non-custodial data sources (shared mailboxes, team sites) in an eDiscovery case.	required case_id optional filter_query, skip, top
microsoft-ediscovery_list_review_sets	List review sets in an eDiscovery case.	required case_id optional filter_query, skip, top
microsoft-ediscovery_list_searches	List searches in an eDiscovery case.	required case_id optional filter_query, skip, top
microsoft-ediscovery_release_custodian	Release a custodian from an eDiscovery case. The custodian’s data sources are no longer actively managed.	required case_id, custodian_id
microsoft-ediscovery_release_noncustodial_data_source	Release a non-custodial data source from an eDiscovery case.	required case_id, noncustodial_data_source_id
microsoft-ediscovery_remove_case_member	Remove a member (user or role group) from an eDiscovery case.	required case_id, member_id
microsoft-ediscovery_remove_custodian_hold	Remove a legal hold from one or more custodians in an eDiscovery case.	required case_id, ids
microsoft-ediscovery_remove_noncustodial_hold	Remove a legal hold from a non-custodial data source in an eDiscovery case.	required case_id, noncustodial_data_source_id
microsoft-ediscovery_reopen_case	Reopen a closed eDiscovery case.	required case_id
microsoft-ediscovery_retry_hold_policy	Retry a legal hold policy to restamp all mailboxes and sites. Use when the hold status shows errors.	required case_id, hold_id
microsoft-ediscovery_update_case	Update properties of an eDiscovery case (display name, description, external ID).	required case_id optional description, display_name, external_id
microsoft-ediscovery_update_legal_hold	Update properties of a legal hold policy (description, content query).	required case_id, hold_id optional content_query, description
microsoft-ediscovery_update_noncustodial_index	Trigger a re-index operation on a non-custodial data source to make it searchable.	required case_id, noncustodial_data_source_id

Microsoft Fabric

3 tools. Connect with OAuth 2.0 client credentials.

Tool	Description	Arguments
microsoft-fabric_get_schema	Get the column schema for a specific table in the Microsoft Fabric Lakehouse. Returns detailed information about each column including data types, nullability, and defaults.	required tableName optional includeColumnDefaults, schemaName
microsoft-fabric_get_tables	List available tables in the Microsoft Fabric Lakehouse. Returns a list of table names with optional metadata like row counts and schema information.	optional includeRowCounts, includeSystemTables, schemaName
microsoft-fabric_run_query	Execute a SQL query against the Microsoft Fabric Lakehouse. Supports T-SQL syntax as used in Microsoft SQL Server and Azure Synapse. Resulting privileges depend entirely on the supplied service principal.	required sqlQuery optional includeExecutionStats, maxRows, parameters, queryTimeout

Microsoft Purview Compliance

14 tools. Available as 4 connections: Microsoft Purview Compliance (OAuth 2.0), Microsoft Purview Compliance (Application) (OAuth 2.0 client credentials), Microsoft Purview Compliance (GCC High) (OAuth 2.0), Microsoft Purview Compliance (GCC High, Application) (OAuth 2.0 client credentials).

Tool	Description	Arguments
microsoft-purview-compliance_assign_sensitivity_label	Assign a sensitivity label to a file in OneDrive or SharePoint.	required drive_id, item_id, sensitivity_label_id optional assignment_method, justification_text
microsoft-purview-compliance_compute_protection_scopes	Determine which Microsoft Purview DLP policies apply and what activities they cover.	optional activities, pivot_on
microsoft-purview-compliance_create_audit_log_query	Create an audit log search query with date range and optional filters for record types, operations, users, and services. Use get_audit_log_query to check status, then list_audit_log_records to retrieve results once the query succeeds.	required display_name, filter_start_date_time, filter_end_date_time optional administrative_unit_id_filters, ip_address_filters, keyword_filter, object_id_filters, operation_filters, record_type_filters, service_filter, user_principal_name_filters
microsoft-purview-compliance_get_alert	Get a single security alert by ID, including evidence artifacts and MITRE ATT&CK techniques	required alert_id
microsoft-purview-compliance_get_audit_log_query	Get the status and details of an audit log query by ID. Check the status field to know when results are ready (succeeded). Uses the beta Graph endpoint.	required query_id
microsoft-purview-compliance_get_incident	Get a single security incident by ID, optionally expanding related alerts	required incident_id optional expand_alerts
microsoft-purview-compliance_list_alerts	List security alerts from Microsoft Purview DLP and other compliance services. Filter by severity, status, service source (e.g., dataLossPrevention), classification, assignee, and date range. top is 1-250 (default 50).	optional assigned_to, classification, created_after, created_before, determination, expand, filter_query, last_updated_after, last_updated_before, orderby, select, service_source, severity, skip, status, top
microsoft-purview-compliance_list_audit_log_records	List audit log records from a completed query. The query must be in ‘succeeded’ status before records can be retrieved. top is 1-250 (default 50). Uses the beta Graph endpoint.	required query_id optional expand, filter_query, orderby, select, skip, top
microsoft-purview-compliance_list_incidents	List security incidents from Microsoft Purview DLP and other compliance services. Filter by severity, status, classification, assignee, and date range. top is 1-250 (default 50).	optional assigned_to, classification, created_after, created_before, determination, expand, filter_query, last_updated_after, last_updated_before, orderby, select, severity, skip, status, top
microsoft-purview-compliance_list_sensitivity_labels	List Microsoft Purview sensitivity labels, including label IDs, names, descriptions, and protection settings.	optional expand, filter_query, select, skip, top
microsoft-purview-compliance_process_content	Required: content_text and activity_type (one of uploadText, downloadText, uploadFile, downloadFile).	required content_text, activity_type optional correlation_id, name, target_user_id
microsoft-purview-compliance_run_hunting_query	Execute a KQL query against Microsoft 365 Defender raw data for compliance threat hunting (up to 30 days, max 100K rows)	required query optional timespan
microsoft-purview-compliance_update_alert	Requires at least one of: status, assigned_to, classification, determination, custom_details. Update a security alert.	required alert_id optional assigned_to, classification, custom_details, determination, status
microsoft-purview-compliance_update_incident	Requires at least one of: status, severity, assigned_to, classification, determination, custom_tags, display_name, description, summary, resolving_comment. Update a security incident.	required incident_id optional assigned_to, classification, custom_tags, description, determination, display_name, resolving_comment, severity, status, summary

Microsoft Purview Data Governance

34 tools. Available as 2 connections: Microsoft Purview Data Governance (OAuth 2.0), Microsoft Purview Data Governance (Government) (OAuth 2.0).

Tool	Description	Arguments
microsoft-purview_add_entity_classifications	Add one or more classifications (labels/tags) to a Microsoft Purview entity. Each classification requires a typeName.	required guid, classifications
microsoft-purview_assign_glossary_term	Assign a Microsoft Purview glossary term to one or more entities (data assets)	required term_id, entity_guids
microsoft-purview_create_glossary_term	Create a new term in a Microsoft Purview business glossary with name, description, and optional status	required name optional anchor, long_description, qualified_name, short_description, status
microsoft-purview_create_or_update_collection	Create or update a Microsoft Purview collection for organizing data assets	required collection_name optional description, friendly_name, parent_collection
microsoft-purview_create_or_update_data_source	Register or update a data source in Microsoft Purview for scanning. Provide the kind (e.g. AzureSqlDatabase) and connection properties.	required data_source_name, kind, properties optional collection
microsoft-purview_create_or_update_entity	Create or update a Microsoft Purview entity (data asset). Provide the entity object with typeName, attributes (including qualifiedName and name), and optional classifications.	required entity optional referred_entities
microsoft-purview_create_or_update_scan	Create or update a scan definition for a Microsoft Purview data source. Provide the kind and scan properties.	required data_source_name, scan_name, kind, properties
microsoft-purview_create_relationship	Create a relationship between two Microsoft Purview entities. Provide typeName and end1/end2 with entity GUIDs.	required relationship
microsoft-purview_delete_collection	Delete a Microsoft Purview collection by its name. The collection must be empty.	required collection_name
microsoft-purview_delete_entity	Delete a Microsoft Purview entity (data asset) by its GUID. This permanently removes the entity from the catalog.	required guid
microsoft-purview_delete_relationship	Delete a relationship between Microsoft Purview entities by its GUID	required guid
microsoft-purview_get_classification_def	Get a Microsoft Purview classification (label) type definition by name (e.g. ‘MICROSOFT.PERSONAL.NAME’)	required name
microsoft-purview_get_collection	Get a Microsoft Purview collection by its name, including its hierarchy path and description	required collection_name
microsoft-purview_get_data_source	Get a registered Microsoft Purview data source by name	required data_source_name
microsoft-purview_get_entity	Get complete definition of a Microsoft Purview entity (data asset) by its GUID, including attributes, classifications, and relationships	required guid optional ignore_relationships, min_ext_info
microsoft-purview_get_entity_by_qualified_name	Get a Microsoft Purview entity by its type name and fully qualified name (e.g. type=‘azure_sql_table’, qualifiedName=‘mssql://server/db/schema/table’)	required type_name, qualified_name optional ignore_relationships, min_ext_info
microsoft-purview_get_entity_classifications	Get all classifications (labels/tags) assigned to a Microsoft Purview entity	required guid
microsoft-purview_get_glossary	Get a Microsoft Purview business glossary by its GUID, including its terms and categories	required glossary_id
microsoft-purview_get_glossary_term	Get a Microsoft Purview glossary term by its GUID, including its definition, status, and assigned entities	required term_id
microsoft-purview_get_lineage	Get data lineage graph for a Microsoft Purview entity. Shows upstream (INPUT), downstream (OUTPUT), or both directions of data flow.	required guid optional depth, direction
microsoft-purview_get_relationship	Get a Microsoft Purview entity relationship by its GUID	required guid optional extended_info
microsoft-purview_get_scan	Get a scan definition by name for a Microsoft Purview data source	required data_source_name, scan_name
microsoft-purview_list_child_collection_names	List the names of child collections under a parent collection in Microsoft Purview	required collection_name optional skip_token
microsoft-purview_list_collections	List all collections in the Microsoft Purview account. Collections organize data assets into a hierarchy.	optional skip_token
microsoft-purview_list_data_sources	List all registered data sources in Microsoft Purview. Data sources represent connected data stores that can be scanned.	—
microsoft-purview_list_glossaries	List all business glossaries in Microsoft Purview with optional pagination	optional limit, offset, sort
microsoft-purview_list_glossary_terms	List terms in a Microsoft Purview business glossary with optional pagination	required glossary_id optional limit, offset, sort
microsoft-purview_list_scan_history	List the run history for a Microsoft Purview scan, showing status, start time, and scan results	required data_source_name, scan_name
microsoft-purview_list_scans	List all scan definitions for a Microsoft Purview data source	required data_source_name
microsoft-purview_list_type_headers	List Microsoft Purview type definition headers (names, categories, GUIDs) with optional filtering by type category	optional include_term_template, type_category
microsoft-purview_run_scan	Trigger a scan run for a Microsoft Purview data source. Optionally specify scan level (Full or Incremental).	required data_source_name, scan_name optional scan_level
microsoft-purview_search_entities	Search Microsoft Purview data catalog for entities (data assets) using keywords, filters, and facets. Returns matching entities with relevance scoring.	optional continuation_token, facets, filter_query, keywords, limit, offset
microsoft-purview_update_glossary_term	Update an existing Microsoft Purview glossary term’s name, description, or status	required term_id optional long_description, name, short_description, status
microsoft-purview_update_relationship	Update an existing relationship between Microsoft Purview entities	required relationship

MongoDB

17 tools. Credentials are supplied in the connection settings.

Tool	Description	Arguments
mongodb_aggregate	Run a MongoDB aggregation pipeline on a collection. Supports all standard stages ($match, $group, $sort, $project, $lookup, etc.). $out and $merge stages are blocked. Returns up to 200 results	required database, collection, pipeline optional limit
mongodb_count_documents	Count the number of documents in a collection matching an optional filter	required database, collection optional filter_query
mongodb_create_collection	Create a new collection in a database, optionally with a JSON Schema validator for document validation. If the database does not exist, it will be created automatically	required database, collection optional validator
mongodb_create_index	Create an index on a collection. Supports single-field, compound, unique, sparse, and TTL indexes. Returns the created index name	required database, collection, keys optional expire_after_seconds, name, sparse, unique
mongodb_delete_documents	Delete documents matching a filter. Returns the count of deleted documents	required database, collection, filter_query
mongodb_distinct_values	Get all distinct values for a specific field in a collection, optionally filtered	required database, collection, field optional filter_query
mongodb_drop_index	Drop an index from a collection by name. Use list_indexes to find index names	required database, collection, index_name
mongodb_explain	Return the execution plan for a query, showing whether indexes are used, how many documents are scanned, and execution statistics. Useful for debugging slow queries and optimizing performance	required database, collection optional filter_query, method, pipeline, projection, sort, verbosity
mongodb_find_documents	Query documents in a collection with optional filter, projection, sort, skip, and limit. Returns up to 100 documents. Operators $where, $function, and $accumulator are blocked for security	required database, collection optional filter_query, limit, projection, skip, sort
mongodb_get_collection_schema	Infer the schema of a collection by sampling documents. Returns field names and their observed types. Note: schema is inferred from a sample and may not represent the full collection	required database, collection optional sample_size
mongodb_get_collection_stats	Get statistics for a collection including document count, size, index count, and storage metrics	required database, collection
mongodb_get_database_stats	Get statistics for a database including collection count, data size, storage size, and index count	required database
mongodb_insert_documents	Insert one or more documents into a collection. Returns the count and IDs of inserted documents	required database, collection, documents
mongodb_list_collections	List all collections in a database with their types and options	required database
mongodb_list_databases	List all databases on the MongoDB server with name, size, and empty status	—
mongodb_list_indexes	List all indexes on a collection with their keys, options, and names	required database, collection
mongodb_update_documents	Update documents matching a filter using MongoDB update operators ($set, $unset, $inc, $push, $pull, etc.). Returns matched and modified counts	required database, collection, filter_query, update optional upsert

Neo4j Aura

4 tools. Connect with Basic auth.

Tool	Description	Arguments
neo4j_create_graph	Create a new campaign with IAM data and populate the graph database.	required csvFiles
neo4j_get_graph_schema	Get the schema of the Neo4j graph database.	—
neo4j_list_campaigns	List all campaigns in the Neo4j database.	—
neo4j_query_graph	Execute a Cypher query against the Neo4j graph database. IMPORTANT: Use the get_graph_schema tool first to understand the database structure before writing queries.	required cypherQuery optional parameters

Oracle Database

7 tools. Credentials are supplied in the connection settings.

Tool	Description	Arguments
oracle-database_describe_table	Get detailed structure of a table or view: column names, data types, nullability, defaults, and column comments. Essential for understanding table structure before writing queries.	required schema, table
oracle-database_execute_query	Execute a read-only SQL SELECT query against the Oracle Database. Only SELECT and WITH (CTE) statements are allowed. Use bind parameters (:param_name) to prevent SQL injection. Results are limited to max_rows (default 200).	required sql optional bind_params, max_rows
oracle-database_explain_plan	Get the execution plan for a SQL SELECT query. Useful for understanding query performance, identifying full table scans, and optimizing queries before execution. Only SELECT and WITH (CTE) statements are allowed.	required sql optional bind_params
oracle-database_get_table_constraints	Get all constraints for a table: primary keys, foreign keys, unique constraints, and check constraints. Includes referenced table information for foreign keys.	required schema, table
oracle-database_get_table_indexes	Get all indexes for a table: index name, type (NORMAL, BITMAP, etc.), uniqueness, status, and indexed columns. Useful for understanding query performance characteristics.	required schema, table
oracle-database_list_schemas	List accessible database schemas (users) in the Oracle Database instance. Returns only non-Oracle-maintained schemas. Use filter_pattern with SQL LIKE wildcards (% and _) to narrow results.	optional filter_pattern
oracle-database_list_tables	List tables and views in a specific Oracle Database schema. Use filter_pattern with SQL LIKE wildcards to narrow results. Set include_views=false to see only tables.	required schema optional filter_pattern, include_views

Snowflake (JWT)

11 tools. Connect with JWT.

Tool	Description	Arguments
snowflake-jwt_cancel_query	Cancel a running query by its statement handle.	required statement_handle
snowflake-jwt_describe_table	Describe table columns including names, types, nullability, defaults, and comments.	required database, schema_name, table
snowflake-jwt_execute_query	Execute a SQL query on Snowflake. Returns columns and rows for synchronous results, or a statement handle for async queries. Supports parameter bindings and warehouse/database/schema/role overrides.	required statement optional bindings, database, role, schema_name, timeout, warehouse
snowflake-jwt_get_query_status	Get the status of a running or completed query by its statement handle. Can also fetch additional result partitions for large result sets.	required statement_handle optional partition
snowflake-jwt_get_warehouse_status	Get detailed status of a Snowflake warehouse including state, running queries, and queued queries.	required name
snowflake-jwt_list_databases	List Snowflake databases accessible to the current role. Supports LIKE pattern filtering.	optional like
snowflake-jwt_list_schemas	List schemas in a Snowflake database.	required database
snowflake-jwt_list_tables	List tables in a Snowflake schema with row count, byte size, and clustering info.	required database, schema_name
snowflake-jwt_list_warehouses	List Snowflake warehouses with name, state, size, and auto-suspend configuration.	—
snowflake-jwt_resume_warehouse	Resume (start) a suspended Snowflake warehouse.	required name
snowflake-jwt_suspend_warehouse	Suspend (stop) a running Snowflake warehouse.	required name

SQL Database

8 tools. Credentials are supplied in the connection settings.

Tool	Description	Arguments
sql-database_describe_table	Get detailed column metadata for a table: column name, data type, nullability, default value, and whether the column is part of the primary key. Use this to understand a table’s structure before querying it.	required table_name optional schema
sql-database_execute_query	Execute a read-only SQL query against the connected PostgreSQL database and return structured results with column metadata.	required sql optional limit, timeout_seconds
sql-database_execute_write	Execute a write SQL statement (INSERT, UPDATE, DELETE, TRUNCATE, or MERGE) against the connected PostgreSQL database. This tool is only available when the connection has write access enabled (allowWrites: true).	required sql optional timeout_seconds
sql-database_explain_query	Return the execution plan for a SQL query in JSON format without actually executing the query.	required sql
sql-database_list_foreign_keys	List foreign key relationships for a table, showing which columns reference which foreign tables and columns. Useful for understanding table relationships before writing JOIN queries.	required table_name optional schema
sql-database_list_indexes	List indexes on a table including column names, uniqueness, whether it’s a primary key index, and the index type (btree, hash, gin, etc.).	required table_name optional schema
sql-database_list_schemas	List all schemas in the connected PostgreSQL database, excluding system schemas (pg_catalog, information_schema, pg_toast). Use this to discover what schemas are available before exploring tables.	—
sql-database_list_tables	List tables and views in a database schema with their type (BASE TABLE or VIEW) and estimated row count. Defaults to the ‘public’ schema.	optional schema