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Connectors · Observability & analytics

Zoho Analytics MCP server for AI agents.

actionlake is an MCP gateway: one remote MCP server that connects Claude and other MCP clients to Zoho Analytics and the rest of your systems. It gives your agent 173 Zoho Analytics actions (63 reads, 82 writes and 28 that wait for a confirmation) and holds the Zoho Analytics credential itself, so the agent never does. It paces Zoho Analytics's limits and records every call. Connecting Zoho Analytics needs your own Zoho Analytics OAuth app and one admin sign-in.

100,000 free calls a month. No card, no email, no password: press Start a free sandbox on the next screen and keep the key it shows you.

claude mcp add --transport http actionlake https://connect.actionlake.com/mcp
the first call
do {  action: "zoho_analytics.users.get_users",  intent: "check which Zoho Analytics account is connected"}# Get Users · read · 1 upstream call
  • 173actionsin one signed file
  • 63readlook, never change
  • 82writecreate and update
  • 28wait for a yesdestructive, confirmed first

Set up

Connect Zoho Analytics in three steps.

  1. 01

    Add actionlake to Claude.

    Run the command once in Claude Code; its consent page can create a free sandbox: 100,000 calls a month, no card. In the Claude app, add a custom connector with the URL below and paste your key on the consent page. Creating a new sandbox from the Claude app is not yet tested by us.

    https://connect.actionlake.com/mcp
  2. 02

    Connect Zoho Analytics.

    OAuth 2.0, authorization code with PKCE. You register your own OAuth app with Zoho Analytics, an admin signs in once, and you paste the app's client id and secret and the tokens from that sign-in; actionlake renews the access token from then on. actionlake stores what you paste write-only, sealed under your tenant's key.

    Before the first sign-in, Zoho Analytics needs an OAuth app of your own, registered in its developer portal. actionlake has no Zoho Analytics app to lend you.

    • access_tokenAccess token from one sign-in with your own OAuth app
    • refresh_tokenRefresh token from the same sign-in; the access token is renewed from it
    • client_idZoho API console client id
    • client_secretZoho API console client secret
    • hostWhere your Zoho Analytics lives: your host
    • org_idYour Zoho Analytics org id
    account { op: "connections.requirements", service: "zoho_analytics" }
    # free: exactly what to paste, and what is found for you
  3. 03

    Make the first call. Check before a write.

    Ask in plain words; Claude picks the action. Before anything changes, check validates the call and prices it, for free.

    do    { action: "zoho_analytics.users.get_users" }# get users · read · 1 upstream callcheck { action: "zoho_analytics.users.add_users", input: { … } }# free: inputs, permissions, cost and confirmations, nothing sent

Zoho Analytics at a glance

Sign-in
OAuth 2.0, authorization code with PKCE. You register your own OAuth app with Zoho Analytics, an admin signs in once, and you paste the app's client id and secret and the tokens from that sign-in; actionlake renews the access token from then on.
You provide
access_tokenrefresh_tokenclient_idclient_secret
Setup fields
hostorg_id
Limits we pace to
100 calls a minute, per connection
API covered
Zoho Analytics REST API v2 (analytics-oas v2.0, OpenAPI 3.1), at your Zoho Analytics instance's API base URL, which you enter when connecting
Built from
Zoho Analytics's documentation, read 23 October 2026GitHubzoho.com
Service file
Version 1.0.0, signed (Ed25519)
Cached reads
57 of 63 reads, for up to 5 minutes; a write clears what it affects
Shared entities
2, so ask can line Zoho Analytics up with your other systems
Data
Processed and stored in Sydney, Australia. No US region yet

Capabilities

What an AI agent can do in Zoho Analytics.

173 actions in 34 areas. Every one carries its effect, so a key can allow the reads and hold the rest.

  • 63readlook, never change
  • 82writecreate and update
  • 28destructivewait for a confirmation
  1. Automl

    11

    5 read · 3 write · 3 destructive

    AutoML What If Analysis · Create AutoML Analysis · Create AutoML Analysis Deployment · Get AutoML Analysis In Org

  2. Tags

    10

    3 read · 4 write · 3 destructive

    Add Tag To Multiple Views · Add Multiple Tags To View · Create Tag · Get Tagged Views

  3. Views

    10

    5 read · 4 write · 1 destructive

    Copy Views · Create Similar Views · Get Recent Views · Get View Dependents

  4. Workspaces

    9

    5 read · 3 write · 1 destructive

    Get All Workspace List · Create Workspace · Get Workspace Info · Rename Workspace

  5. Columns

    8

    1 read · 6 write · 1 destructive

    Add Column · Get Column Dependents · Hide Columns · Rename Column

  6. Folders

    8

    1 read · 6 write · 1 destructive

    Create Folder · Get Folder List · Rename Folder · Delete Folder

  7. Workspace users

    8

    2 read · 3 write · 3 destructive

    Add Workspace Users · Get Workspace Admins · Get Workspace Users · Change Workspace Users Role

  8. Aggregate formulas

    7

    4 read · 2 write · 1 destructive

    Add Aggregate Formula · Get Aggregate Formula · Get Unified Metrics in Workspace · Edit Aggregate Formula

26 more areas · 102 actions
  • Groups 7
  • Publish 7
  • Users 7
  • Dashboards 6
  • Email schedules 6
  • Sharing 6
  • Slideshows 6
  • Datasources 5
  • Formula columns 5
  • Variables 5
  • Bulk exports 4
  • Orgs 4
  • Query tables 4
  • Roles 4
  • Workspace preferences 4
  • Reports 3
  • Rows 3
  • Trash 3
  • Auto analysis 2
  • Lookups 2
  • Tables 2
  • View preferences 2
  • White label 2
  • Bulk imports 1
  • Embed 1
  • Exports 1

Top actions

The Zoho Analytics API, shaped for agents.

The ids your agent types, what each does, and the one name it shares with other systems. 31 of Zoho Analytics's 31 action names are shared with at least one other connector, so an agent learns them once.

ActionWhat it doesEffectSame name in
zoho_analytics.users.get_usersGet UsersGet Users.readidentity.user.list474 connectors
zoho_analytics.users.add_usersAdd UsersAdd Users.writeidentity.user.create262 connectors
zoho_analytics.users.remove_usersRemove UsersRemove Users.destructiveidentity.user.delete253 connectors
zoho_analytics.groups.get_groupsGet Group ListGet Group List.readidentity.group.list262 connectors
zoho_analytics.groups.create_groupCreate GroupCreate Group.writeidentity.group.create205 connectors
zoho_analytics.roles.get_custom_rolesGet Custom RolesGet Custom Roles.readidentity.role.list184 connectors
zoho_analytics.roles.create_custom_roleCreate Custom RoleCreate Custom Role.writeidentity.role.create105 connectors
zoho_analytics.workspaces.get_all_workspacesGet All Workspace ListGet All Workspace List.readwork.workspace.list50 connectors
zoho_analytics.workspaces.create_workspaceCreate WorkspaceCreate Workspace.writework.workspace.create36 connectors
zoho_analytics.reports.create_reportCreate Analysis ViewCreate Analysis View.writeanalytics.report.create27 connectors
zoho_analytics.dashboards.get_dashboardsGet All DashboardsGet All Dashboards.readanalytics.dashboard.list22 connectors
zoho_analytics.dashboards.create_dashboardCreate DashboardCreate Dashboard.writeanalytics.dashboard.create18 connectors

Try it

Prompts to paste into Claude.

Each one names the Zoho Analytics actions it will call, so you know what it reads and what it changes before you send it.

  1. Readread

    Who has access in Zoho Analytics? List every user and their role.

    callszoho_analytics.users.get_users

  2. Writewrite

    Add Users in Zoho Analytics. Show me exactly what you will send before you save it.

    callszoho_analytics.users.add_users

Governance for Zoho Analytics

Destructive actions wait for a yes.

28 Zoho Analytics actions are destructive. These are all of them:

  • Remove Userszoho_analytics.users.remove_users
  • Delete Groupzoho_analytics.groups.delete_group
  • Delete Custom Rolezoho_analytics.roles.delete_custom_role
  • Delete Workspacezoho_analytics.workspaces.delete_workspace
  • Delete Folderzoho_analytics.folders.delete_folder
  • Delete Tagzoho_analytics.tags.delete_tag
  • Delete Rowzoho_analytics.rows.delete_rows
  • Delete Viewzoho_analytics.views.delete_view
  • Remove Sharezoho_analytics.sharing.remove_share
  • Delete Columnzoho_analytics.columns.delete_column
  • Delete Trash Viewzoho_analytics.trash.delete_trash_view
  • Deactivate Userszoho_analytics.users.de_activate_users
  • Delete Variablezoho_analytics.variables.delete_variable
  • Remove Tag From Multiple Viewszoho_analytics.tags.remove_tag_from_views
  • Remove Multiple Tags From Viewzoho_analytics.tags.remove_tags_from_view
  • Remove Group Memberszoho_analytics.groups.remove_group_members
  • Delete Slideshowzoho_analytics.slideshows.delete_slideshow
  • Remove Private Accesszoho_analytics.publish.remove_private_access
  • Delete AutoML Analysiszoho_analytics.automl.delete_auto_ml_analysis
  • Remove Public Permissionzoho_analytics.publish.remove_public_permission
  • Delete AutoML Analysis Modelzoho_analytics.automl.delete_auto_ml_analysis_model
  • Add Workspace Adminszoho_analytics.workspace_users.add_workspace_admins
  • Delete Email Schedulezoho_analytics.email_schedules.delete_email_schedule
  • Delete Custom Formulazoho_analytics.formula_columns.delete_formula_column
  • Remove Workspace Userszoho_analytics.workspace_users.delete_workspace_users
  • Remove Workspace Adminszoho_analytics.workspace_users.remove_workspace_admins
  • Delete Aggregate Formulazoho_analytics.aggregate_formulas.delete_aggregate_formula
  • Delete AutoML Analysis Model Deploymentzoho_analytics.automl.delete_auto_ml_analysis_model_deployment

A destructive action runs only with confirm: true. Under the human policy the agent cannot confirm for itself: the run stops until a named person approves, in the console or from a signed link in an email. The cap on a key is refused before the call is sent, never after.

dozoho_analytics.users.remove_usersconfirm_policy: human

Remove Users?

intent: the user asked me to remove Users

run suspended · waiting for a named person · key zoho-analytics-agent cannot confirm itself
In the console, or from an emailed signed link.
a key for this connector
account {  op: "keys.create", name: "zoho-analytics-agent",  allowed_actions: ["zoho_analytics.*"], cap_calls: 2000,  confirm_policy: "human_for_writes",  approval_rules: [    { match: "zoho_analytics.users.remove_users", approver: "[email protected]" },    { match: "zoho_analytics.groups.delete_group", approver: "[email protected]" },    { match: "zoho_analytics.roles.delete_custom_role", approver: "[email protected]" }  ]}
Illustrative. Scoped to Zoho Analytics only, capped at 2,000 upstream calls, every write confirmed, and the destructive ones approved by a named person.

Cost

What Zoho Analytics costs on actionlake.

Every Zoho Analytics action is one upstream call, the only thing actionlake bills. Searching, check, cost, account and any call Zoho Analytics refused with 401, 403, 429 or a 5xx are free. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.

  • 1upstream call per actionall 173 Zoho Analytics actions
  • 173actions pageeach page of a long list is one call
  • 57reads can be cacheda cache hit costs nothing
  • 100,000calls a month, freepaid plans from US$49 a month for 250,000

See pricing

Action index

Every Zoho Analytics action.

173 actions by area: the id your agent calls, what it does, and its effect.

Automl11
  • zoho_analytics.automl.auto_ml_what_if_analysisAutoML What If Analysisread
  • zoho_analytics.automl.create_auto_ml_analysisCreate AutoML Analysiswrite
  • zoho_analytics.automl.create_auto_ml_analysis_deploymentCreate AutoML Analysis Deploymentwrite
  • zoho_analytics.automl.delete_auto_ml_analysisDelete AutoML Analysisdestructive
  • zoho_analytics.automl.delete_auto_ml_analysis_modelDelete AutoML Analysis Modeldestructive
  • zoho_analytics.automl.delete_auto_ml_analysis_model_deploymentDelete AutoML Analysis Model Deploymentdestructive
  • zoho_analytics.automl.get_auto_ml_analysis_detailsGet AutoML Analysis Detailsread
  • zoho_analytics.automl.get_auto_ml_analysis_in_orgGet AutoML Analysis In Orgread
  • zoho_analytics.automl.get_auto_ml_analysis_in_workspaceGet AutoML Analysis In Workspaceread
  • zoho_analytics.automl.get_deployments_for_modelGet Deployments For A Modelread
  • zoho_analytics.automl.run_auto_ml_analysisRun AutoML Analysiswrite
Tags10
  • zoho_analytics.tags.add_tag_to_viewsAdd Tag To Multiple Viewswrite
  • zoho_analytics.tags.add_tags_to_viewAdd Multiple Tags To Viewwrite
  • zoho_analytics.tags.create_tagCreate Tagwrite
  • zoho_analytics.tags.delete_tagDelete Tagdestructive
  • zoho_analytics.tags.get_tagged_viewsGet Tagged Viewsread
  • zoho_analytics.tags.get_tagsGet Tags Listread
  • zoho_analytics.tags.get_view_tagsGet View Tagsread
  • zoho_analytics.tags.remove_tag_from_viewsRemove Tag From Multiple Viewsdestructive
  • zoho_analytics.tags.remove_tags_from_viewRemove Multiple Tags From Viewdestructive
  • zoho_analytics.tags.update_tagUpdate Tagwrite
Views10
  • zoho_analytics.views.copy_viewsCopy Viewswrite
  • zoho_analytics.views.create_similar_viewsCreate Similar Viewswrite
  • zoho_analytics.views.delete_viewDelete Viewdestructive
  • zoho_analytics.views.get_recent_viewsGet Recent Viewsread
  • zoho_analytics.views.get_view_dependentsGet View Dependentsread
  • zoho_analytics.views.get_view_detailsGet View Detailsread
  • zoho_analytics.views.get_view_urlGet View URLread
  • zoho_analytics.views.get_viewsGet View Listread
  • zoho_analytics.views.rename_viewRename Viewwrite
  • zoho_analytics.views.save_as_viewSave As Viewwrite
Workspaces9
  • zoho_analytics.workspaces.copy_workspaceCopy Workspacewrite
  • zoho_analytics.workspaces.create_workspaceCreate Workspacewrite
  • zoho_analytics.workspaces.delete_workspaceDelete Workspacedestructive
  • zoho_analytics.workspaces.get_all_workspacesGet All Workspace Listread
  • zoho_analytics.workspaces.get_owned_workspacesGet Owned Workspace Listread
  • zoho_analytics.workspaces.get_shared_workspacesGet Shared Workspace Listread
  • zoho_analytics.workspaces.get_workspace_detailsGet Workspace Inforead
  • zoho_analytics.workspaces.get_workspace_secret_keyGet Workspace Secret Keyread
  • zoho_analytics.workspaces.rename_workspaceRename Workspacewrite
Columns8
  • zoho_analytics.columns.add_columnAdd Columnwrite
  • zoho_analytics.columns.delete_columnDelete Columndestructive
  • zoho_analytics.columns.get_column_dependentsGet Column Dependentsread
  • zoho_analytics.columns.hide_columnsHide Columnswrite
  • zoho_analytics.columns.rename_columnRename Columnwrite
  • zoho_analytics.columns.reorder_columnsReorder Columnswrite
  • zoho_analytics.columns.show_columnsShow Columnswrite
  • zoho_analytics.columns.sort_data_by_columnsSort Data by Columnswrite
Folders8
  • zoho_analytics.folders.change_folder_hierarchyChange Folder Hierarchywrite
  • zoho_analytics.folders.change_folder_positionChange Folder Positionwrite
  • zoho_analytics.folders.create_folderCreate Folderwrite
  • zoho_analytics.folders.delete_folderDelete Folderdestructive
  • zoho_analytics.folders.get_foldersGet Folder Listread
  • zoho_analytics.folders.make_default_folderMake Default Folderwrite
  • zoho_analytics.folders.move_views_to_folderMove Views To Folderwrite
  • zoho_analytics.folders.rename_folderRename Folderwrite
Workspace users8
  • zoho_analytics.workspace_users.add_workspace_adminsAdd Workspace Adminsdestructive
  • zoho_analytics.workspace_users.add_workspace_usersAdd Workspace Userswrite
  • zoho_analytics.workspace_users.change_workspace_users_roleChange Workspace Users Rolewrite
  • zoho_analytics.workspace_users.change_workspace_users_statusChange Workspace Users Statuswrite
  • zoho_analytics.workspace_users.delete_workspace_usersRemove Workspace Usersdestructive
  • zoho_analytics.workspace_users.get_workspace_adminsGet Workspace Adminsread
  • zoho_analytics.workspace_users.get_workspace_usersGet Workspace Usersread
  • zoho_analytics.workspace_users.remove_workspace_adminsRemove Workspace Adminsdestructive
Aggregate formulas7
  • zoho_analytics.aggregate_formulas.add_aggregate_formulaAdd Aggregate Formulawrite
  • zoho_analytics.aggregate_formulas.delete_aggregate_formulaDelete Aggregate Formuladestructive
  • zoho_analytics.aggregate_formulas.edit_aggregate_formulaEdit Aggregate Formulawrite
  • zoho_analytics.aggregate_formulas.get_aggregate_formula_dependentsGet Aggregate Formula Dependentsread
  • zoho_analytics.aggregate_formulas.get_aggregate_formula_listGet Aggregate Formularead
  • zoho_analytics.aggregate_formulas.get_aggregate_formula_valueGet Aggregate Formula Valueread
  • zoho_analytics.aggregate_formulas.get_aggregate_formulas_in_workspaceGet Unified Metrics in Workspaceread
Groups7
  • zoho_analytics.groups.add_group_membersAdd Group Memberswrite
  • zoho_analytics.groups.create_groupCreate Groupwrite
  • zoho_analytics.groups.delete_groupDelete Groupdestructive
  • zoho_analytics.groups.get_group_detailsGet Group Detailsread
  • zoho_analytics.groups.get_groupsGet Group Listread
  • zoho_analytics.groups.remove_group_membersRemove Group Membersdestructive
  • zoho_analytics.groups.rename_groupRename Groupwrite
Publish7
  • zoho_analytics.publish.create_private_urlCreate Private URLwrite
  • zoho_analytics.publish.get_private_urlGet Private URLread
  • zoho_analytics.publish.get_publish_configurationsGet Publish Configurationsread
  • zoho_analytics.publish.make_views_publicMake Views Publicwrite
  • zoho_analytics.publish.remove_private_accessRemove Private Accessdestructive
  • zoho_analytics.publish.remove_public_permissionRemove Public Permissiondestructive
  • zoho_analytics.publish.update_publish_configurationsUpdate Publish Configurationswrite
Users7
  • zoho_analytics.users.activate_usersActivate Userswrite
  • zoho_analytics.users.add_usersAdd Userswrite
  • zoho_analytics.users.change_user_roleChange User Rolewrite
  • zoho_analytics.users.de_activate_usersDeactivate Usersdestructive
  • zoho_analytics.users.get_org_adminsGet Org Adminsread
  • zoho_analytics.users.get_usersGet Usersread
  • zoho_analytics.users.remove_usersRemove Usersdestructive
Dashboards6
  • zoho_analytics.dashboards.create_dashboardCreate Dashboardwrite
  • zoho_analytics.dashboards.get_dashboard_metadataGet Dashboard Metadataread
  • zoho_analytics.dashboards.get_dashboardsGet All Dashboardsread
  • zoho_analytics.dashboards.get_owned_dashboardsGet Owned Dashboardsread
  • zoho_analytics.dashboards.get_shared_dashboardsGet Shared Dashboardsread
  • zoho_analytics.dashboards.update_dashboardUpdate Dashboardwrite
Email schedules6
  • zoho_analytics.email_schedules.change_email_schedule_statusChange Email Schedule Statuswrite
  • zoho_analytics.email_schedules.create_email_scheduleCreate Email Schedulewrite
  • zoho_analytics.email_schedules.delete_email_scheduleDelete Email Scheduledestructive
  • zoho_analytics.email_schedules.get_email_schedulesGet Email Schedulesread
  • zoho_analytics.email_schedules.trigger_email_scheduleTrigger Email Schedulewrite
  • zoho_analytics.email_schedules.update_email_scheduleUpdate Email Schedulewrite
Sharing6
  • zoho_analytics.sharing.get_shared_details_for_viewsGet Shared Details For Viewsread
  • zoho_analytics.sharing.get_user_permissionsGet User Permissionsread
  • zoho_analytics.sharing.get_workspace_shared_detailsGet Workspace Shared Detailsread
  • zoho_analytics.sharing.remove_shareRemove Sharedestructive
  • zoho_analytics.sharing.share_viewsShare Viewswrite
  • zoho_analytics.sharing.update_shared_details_for_viewUpdate Shared Details For Viewwrite
Slideshows6
  • zoho_analytics.slideshows.create_slideshowCreate Slideshowwrite
  • zoho_analytics.slideshows.delete_slideshowDelete Slideshowdestructive
  • zoho_analytics.slideshows.get_slideshow_detailsGet Slideshow Detailsread
  • zoho_analytics.slideshows.get_slideshow_urlGet Slideshow URLread
  • zoho_analytics.slideshows.get_slideshowsGet Slideshowsread
  • zoho_analytics.slideshows.update_slideshowUpdate Slideshowwrite
Datasources5
  • zoho_analytics.datasources.get_datasourcesGet Datasourcesread
  • zoho_analytics.datasources.get_last_import_detailsGet Last Import Detailsread
  • zoho_analytics.datasources.refetch_datasourceRefetch Datawrite
  • zoho_analytics.datasources.sync_datasourceSync Datawrite
  • zoho_analytics.datasources.update_datasource_connectionUpdate Datasource Connectionwrite
Formula columns5
  • zoho_analytics.formula_columns.add_formula_columnAdd Custom Formulawrite
  • zoho_analytics.formula_columns.copy_formulasCopy Custom Formulaswrite
  • zoho_analytics.formula_columns.delete_formula_columnDelete Custom Formuladestructive
  • zoho_analytics.formula_columns.edit_formula_columnEdit Custom Formulawrite
  • zoho_analytics.formula_columns.get_custom_formula_listGet Custom Formulasread
Variables5
  • zoho_analytics.variables.create_variableCreate Variablewrite
  • zoho_analytics.variables.delete_variableDelete Variabledestructive
  • zoho_analytics.variables.get_variable_detailsGet Variable Detailsread
  • zoho_analytics.variables.get_variablesGet Variablesread
  • zoho_analytics.variables.update_variableEdit Variablewrite
Bulk exports4
  • zoho_analytics.bulk_exports.create_export_job_sql_queryCreate Export Job using SQL Querywrite
  • zoho_analytics.bulk_exports.create_export_job_view_idCreate Export Job using View IDwrite
  • zoho_analytics.bulk_exports.download_exported_dataDownload Exported Dataread
  • zoho_analytics.bulk_exports.get_export_job_detailsGet Export Job Detailsread
Orgs4
  • zoho_analytics.orgs.get_meta_detailsGet Meta Details From Nameread
  • zoho_analytics.orgs.get_organizationsGet Organizationsread
  • zoho_analytics.orgs.get_resource_detailsGet Resource Detailsread
  • zoho_analytics.orgs.get_subscription_detailsGet Subscription Detailsread
Query tables4
  • zoho_analytics.query_tables.create_query_tableCreate Query Tablewrite
  • zoho_analytics.query_tables.edit_query_tableEdit Query Tablewrite
  • zoho_analytics.query_tables.get_query_table_detailsGet Query Table Detailsread
  • zoho_analytics.query_tables.get_query_tablesGet Query Tablesread
Roles4
  • zoho_analytics.roles.create_custom_roleCreate Custom Rolewrite
  • zoho_analytics.roles.delete_custom_roleDelete Custom Roledestructive
  • zoho_analytics.roles.get_custom_rolesGet Custom Rolesread
  • zoho_analytics.roles.update_custom_roleUpdate Custom Rolewrite
Workspace preferences4
  • zoho_analytics.workspace_preferences.add_default_workspaceAdd Default Workspacewrite
  • zoho_analytics.workspace_preferences.add_favorite_workspaceAdd Favourite Workspacewrite
  • zoho_analytics.workspace_preferences.remove_default_workspaceRemove Default Workspacewrite
  • zoho_analytics.workspace_preferences.remove_favorite_workspaceRemove Favourite Workspacewrite
Reports3
  • zoho_analytics.reports.create_reportCreate Analysis Viewwrite
  • zoho_analytics.reports.get_report_metadataGet Report Metadataread
  • zoho_analytics.reports.update_reportUpdate Analysis Viewwrite
Rows3
  • zoho_analytics.rows.add_rowAdd Rowwrite
  • zoho_analytics.rows.delete_rowsDelete Rowdestructive
  • zoho_analytics.rows.update_rowsUpdate Rowswrite
Trash3
  • zoho_analytics.trash.delete_trash_viewDelete Trash Viewdestructive
  • zoho_analytics.trash.get_trash_viewsGet Trash Viewsread
  • zoho_analytics.trash.restore_trash_viewRestore Trash Viewwrite
Auto analysis2
  • zoho_analytics.auto_analysis.auto_analyse_columnAuto Analyse Columnwrite
  • zoho_analytics.auto_analysis.auto_analyse_viewAuto Analyse Viewwrite
Lookups2
  • zoho_analytics.lookups.add_lookupAdd Lookupwrite
  • zoho_analytics.lookups.remove_lookupRemove Lookupwrite
Tables2
  • zoho_analytics.tables.create_tableCreate Tablewrite
  • zoho_analytics.tables.get_table_metadataGet Table Metadataread
View preferences2
  • zoho_analytics.view_preferences.add_favorite_viewAdd Favorite Viewwrite
  • zoho_analytics.view_preferences.remove_favorite_viewRemove Favorite Viewwrite
White label2
  • zoho_analytics.white_label.disable_domain_workspaceDisable Workspace for Domain Accesswrite
  • zoho_analytics.white_label.enable_domain_workspaceEnable Workspace for Domain Accesswrite
Bulk imports1
  • zoho_analytics.bulk_imports.get_import_job_detailsGet Import Job Detailsread
Embed1
  • zoho_analytics.embed.get_embed_urlGet Embed URLread
Exports1
  • zoho_analytics.exports.export_data_viewExport Data from a Viewread

Questions

The Zoho Analytics MCP server, answered.

Is there a Zoho Analytics MCP server for Claude?

Yes. actionlake is an MCP gateway: a remote MCP server that gives Claude, or another MCP client, 173 Zoho Analytics actions across automl, tags, views and workspaces, through the same eight tools it uses for every other connector. actionlake is independent; it is not made or endorsed by Zoho Analytics.

What do I need to connect Zoho Analytics?

Your own Zoho Analytics OAuth app, registered with Zoho Analytics (its client id and client secret), and the access and refresh tokens from one admin sign-in. actionlake has no Zoho Analytics app of its own, so this is not a one-step consent. actionlake renews the access token as it expires. Plus your host and your org id. The free call account { op: "connections.requirements", service: "zoho_analytics" } lists exactly what to paste.

Can an AI agent delete or change things in Zoho Analytics?

Only if its key allows it, and only with an explicit confirmation. 28 Zoho Analytics actions are destructive, including remove Users, delete Group and delete Custom Role. Each runs only with confirm: true. Under the human confirm policy, or an approval rule on the key, the run waits until a named person approves it.

Will an AI agent use up my Zoho Analytics API limit?

actionlake paces every call to the limits in the Zoho Analytics service file: 100 calls a minute per connection. Repeated reads are answered from cache (57 Zoho Analytics actions can be), which never reaches Zoho Analytics.

What does a Zoho Analytics action cost?

One upstream call, the only unit actionlake bills. A list that pages bills one call per page (173 Zoho Analytics actions page). Cache hits, searches, dry runs and calls Zoho Analytics refused with 401, 403, 429 or a 5xx are free. The Free plan includes 100,000 calls a month with no card. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.

Which Zoho Analytics API does it cover?

The Zoho Analytics REST API v2 (analytics-oas v2.0, OpenAPI 3.1) at your Zoho Analytics instance's API base URL, which you enter when connecting. It is built from Zoho Analytics's documentation as read on 23 October 2026. 173 actions in 34 areas, each one in the signed service file (version 1.0.0).

Does actionlake keep my Zoho Analytics data, and where?

actionlake processes and stores data in Sydney, Australia; there is no US region yet. Reads may be cached for up to 5 minutes, and a write clears the reads it affects. Each run's request and response is kept, sealed, for your plan's trace window: 1 day on Free, 3 days on Starter, 7 days on Pro, 14 days on Team, 30 days on Business and 30 days on Enterprise. Your Zoho Analytics credential is sealed under your tenant's key, never logged and never returned. Your traffic is not used to train models.

Which AI clients can use it?

Claude Code, tested by us end to end, and the Claude app as a custom connector, tested by us with an existing key. Other MCP clients that support remote servers over Streamable HTTP (MCP revisions 2025-06-18 and 2025-11-25) and OAuth dynamic client registration, or a bearer header, should connect the same way; we have not tested them. Or plain REST, under the same action names.

Give your agent Zoho Analytics today.

Start free - 100,000 calls/month, no card. No signup. Hard caps on every key. Cached answers are free.