--- title: "Harbor MCP server for AI agents - actionlake" description: "Give Claude 197 Harbor actions through one MCP server: preheat, project, artifact, user. Your agent never holds the credential. 100,000 calls a month free." canonical: https://actionlake.com/connectors/harbor updated: 2026-10-23 --- Connectors · Developer & infrastructure # Harbor MCP server for AI agents. actionlake is an MCP gateway: one remote MCP server that connects Claude and other MCP clients to Harbor and the rest of your systems. It gives your agent 197 Harbor actions (106 reads, 67 writes and 24 that wait for a confirmation) and holds the Harbor credential itself, so the agent never does. It paces Harbor's limits and records every call. [Connect Harbor free](https://actionlake.com/console?start=sandbox) [See pricing](https://actionlake.com/pricing) 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: "harbor.user.list_users", intent: "check which Harbor account is connected" } # List users · read · 1 upstream call ``` - 197 actions in one signed file - 106 read look, never change - 67 write create and update - 24 wait for a yes destructive, confirmed first Set up ## Connect Harbor 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 Harbor. Username and secret. No consent screen: your agent can connect it for you, but the key then passes through your chat. To keep it out of the model's context, paste it in the console instead. actionlake stores what you paste write-only, sealed under your tenant's key. - `username` Harbor username, or a robot account's full name (e.g. robot$library+ci) - `password` The user's password (or OIDC CLI secret), or the robot account's secret - `host` Where your Harbor lives: your host ``` account { op: "connections.requirements", service: "harbor" } # 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: "harbor.user.list_users" } # list users · read · 1 upstream call check { action: "harbor.user.create_user", input: { … } } # free: inputs, permissions, cost and confirmations, nothing sent ``` Harbor at a glance **Sign-in** Username and secret. No consent screen: your agent can connect it for you, but the key then passes through your chat. To keep it out of the model's context, paste it in the console instead. **You provide** `username` `password` **Setup fields** `host` **Limits we pace to** 20 calls a second, per connection **API covered** Harbor API v2.0 (Swagger 2.0, 2.0), at your Harbor instance's API base URL, which you enter when connecting (path /api/v2.0) **Built from** Harbor's documentation, read 23 October 2026[OpenAPI spec (GitHub)](https://raw.githubusercontent.com/goharbor/harbor/main/api/v2.0/swagger.yaml) [goharbor.io](https://goharbor.io/docs/main/build-customize-contribute/configure-swagger/) **Service file** Version 1.0.0, signed (Ed25519) **Cached reads** 91 of 106 reads, for up to 5 minutes; a write clears what it affects **Shared entities** 5, so ask can line Harbor up with your other systems **Data** Processed and stored in Sydney, Australia. No US region yet Capabilities ## What an AI agent can do in Harbor. 197 actions in 38 areas. Every one carries its effect, so a key can allow the reads and hold the rest. - **106** read look, never change - **67** write create and update - **24** destructive wait for a confirmation 1. ### Preheat 18 9 read · 7 write · 2 destructive Create p2p provider instances · Create a preheat policy under a project · List executions for the given policy · List P2P provider instances 2. ### Project 14 10 read · 3 write · 1 destructive Create a new project. · Get recent logs of the projects · Get recent logs of the projects (deprecated) · List artifacts 3. ### Artifact 12 6 read · 3 write · 3 destructive List artifacts · List tags · Create tag · Get the specific artifact 4. ### User 11 5 read · 4 write · 2 destructive List users · Get current user info. · Create a local user. · Get a user's profile. 5. ### Replication 10 5 read · 4 write · 1 destructive Create a replication policy · List replication executions · List replication policies · List replication tasks for a specific execution 6. ### Registry 9 5 read · 3 write · 1 destructive Create a registry · List the registries · Get the specific registry · Update the registry 7. ### Retention 9 4 read · 4 write · 1 destructive Create Retention Policy · Get Retention executions · Get Retention tasks · Trigger a Retention Execution 8. ### Webhook 9 6 read · 2 write · 1 destructive Create project webhook policy. · Get project webhook policy last trigger info · List executions for a specific webhook policy · List tasks for a specific webhook execution **30 more areas · 105 actions** - Scanner **8** - GC **6** - Purge **6** - Robot **6** - Scan all **6** - Usergroup **6** - Jobservice **5** - Label **5** - Member **5** - Project metadata **5** - Repository **5** - Role **5** - Immutable **4** - Ldap **4** - Auditlog **3** - Configure **3** - Quota **3** - Scan data export **3** - Scan **2** - Schedule **2** - Securityhub **2** - System cve allowlist **2** - Systeminfo **2** - Health **1** - Icon **1** - Oidc **1** - Permissions **1** - Search **1** - Statistic **1** - Webhookjob **1** Top actions ## The Harbor API, shaped for agents. The ids your agent types, what each does, and the one name it shares with other systems. 37 of Harbor's 38 action names are shared with at least one other connector, so an agent learns them once. | Action | What it does | Effect | Same name in | | --- | --- | --- | --- | | `harbor.user.list_users` List users | List users. | read | `identity.user.list` 474 connectors | | `harbor.usergroup.list_user_groups` Get all user groups information | Get all user groups information. | read | `identity.group.list` 262 connectors | | `harbor.user.get_current_user_info` Get current user info. | Get current user info. | read | `identity.current_user.get` 307 connectors | | `harbor.user.create_user` Create a local user. | Create a local user. | write | `identity.user.create` 262 connectors | | `harbor.robot.list_robot` Get robot account | Get robot account. | read | `identity.service_account.list` 35 connectors | | `harbor.usergroup.create_user_group` Create user group | Create user group. | write | `identity.group.create` 205 connectors | | `harbor.user.delete_user` Mark a registered user as be removed. | Mark a registered user as be removed. | destructive | `identity.user.delete` 253 connectors | | `harbor.repository.list_all_repositories` List all authorized repositories | List all authorized repositories. | read | `devops.repository.list` 28 connectors | | `harbor.robot.create_robot` Create a robot account | Create a robot account. | write | `identity.service_account.create` 32 connectors | | `harbor.role.list_role` Get roles | Get roles. | read | `identity.role.list` 184 connectors | | `harbor.role.create_role` Create a role | Create a role. | write | `identity.role.create` 105 connectors | | `harbor.repository.get_repository` Get repository | Get repository. | read | `devops.repository.get` 26 connectors | Try it ## Prompts to paste into Claude. Each one names the Harbor actions it will call, so you know what it reads and what it changes before you send it. 1. Read read List our Harbor repositories with their visibility and default branch. calls `harbor.repository.list_all_repositories` 2. Write write Create a local user in Harbor. Show me exactly what you will send before you save it. calls `harbor.user.create_user` Governance for Harbor ## Destructive actions wait for a yes. 24 Harbor actions are destructive. These are all of them: - Mark a registered user as be removed. `harbor.user.delete_user` - Delete user group `harbor.usergroup.delete_user_group` - Delete a robot account `harbor.robot.delete_robot` - Delete a role account `harbor.role.delete_role` - Delete repository `harbor.repository.delete_repository` - Delete the specific artifact `harbor.artifact.delete_artifact` - Delete tag `harbor.artifact.delete_tag` - Delete the specific registry `harbor.registry.delete_registry` - Delete the label specified by ID. `harbor.label.delete_label` - Remove label from artifact `harbor.artifact.remove_label` - Delete a preheat policy `harbor.preheat.delete_policy` - Delete project by projectID `harbor.project.delete_project` - Delete a scanner registration `harbor.scanner.delete_scanner` - Delete the specified P2P provider instance `harbor.preheat.delete_instance` - Update a registered user to change to be an administrator of Harbor. `harbor.user.set_user_sys_admin` - Delete the immutable tag rule. `harbor.immutable.delete_immu_rule` - Delete Retention Policy `harbor.retention.delete_retention` - Create a purge job schedule. `harbor.purge.create_purge_schedule` - Update purge job's schedule. `harbor.purge.update_purge_schedule` - Delete project member `harbor.member.delete_project_member` - Delete the specific replication policy `harbor.replication.delete_replication_policy` - Delete the specific metadata for the specific project `harbor.project_metadata.delete_project_metadata` - Delete webhook policy of a project `harbor.webhook.delete_webhook_policy_of_project` - Stop the specific purge audit log execution `harbor.purge.stop_purge` 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. do harbor.user.delete_user confirm_policy: **human** Mark a registered user as be removed.? **intent:** the user asked me to mark a registered user as be removed. run suspended · waiting for a named person · key _harbor-agent_ cannot confirm itself In the console, or from an emailed signed link. a key for this connector ``` account { op: "keys.create", name: "harbor-agent", allowed_actions: ["harbor.*"], cap_calls: 2000, confirm_policy: "human_for_writes", approval_rules: [ { match: "harbor.user.delete_user", approver: "lead@example.com" }, { match: "harbor.usergroup.delete_user_group", approver: "lead@example.com" }, { match: "harbor.robot.delete_robot", approver: "lead@example.com" } ] } ``` Illustrative. Scoped to Harbor only, capped at 2,000 upstream calls, every write confirmed, and the destructive ones approved by a named person. Cost ## What Harbor costs on actionlake. Every Harbor action is one upstream call, the only thing actionlake bills. Searching, `check`, `cost`, `account` and any call Harbor 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. - 1 upstream call per action all 197 Harbor actions - 197 actions page each page of a long list is one call - 91 reads can be cached a cache hit costs nothing - 100,000 calls a month, free paid plans from US$49 a month for 250,000 [See pricing](https://actionlake.com/pricing) Action index ## Every Harbor action. 197 actions by area: the id your agent calls, what it does, and its effect. **Preheat 18** - `harbor.preheat.create_instance` Create p2p provider instances write - `harbor.preheat.create_policy` Create a preheat policy under a project write - `harbor.preheat.delete_instance` Delete the specified P2P provider instance destructive - `harbor.preheat.delete_policy` Delete a preheat policy destructive - `harbor.preheat.get_execution` Get an execution detail by id read - `harbor.preheat.get_instance` Get a P2P provider instance read - `harbor.preheat.get_policy` Get a preheat policy read - `harbor.preheat.list_executions` List executions for the given policy read - `harbor.preheat.list_instances` List P2P provider instances read - `harbor.preheat.list_policies` List preheat policies read - `harbor.preheat.list_providers` List P2P providers read - `harbor.preheat.list_providers_under_project` Get all providers at project level read - `harbor.preheat.list_tasks` List all the related tasks for the given execution read - `harbor.preheat.manual_preheat` Manual preheat write - `harbor.preheat.ping_instances` Ping status of an instance. write - `harbor.preheat.stop_execution` Stop an execution write - `harbor.preheat.update_instance` Update the specified P2P provider instance write - `harbor.preheat.update_policy` Update preheat policy write **Project 14** - `harbor.project.create_project` Create a new project. write - `harbor.project.delete_project` Delete project by projectID destructive - `harbor.project.get_log_exts` Get recent logs of the projects read - `harbor.project.get_logs` Get recent logs of the projects (deprecated) read - `harbor.project.get_project` Return specific project detail information read - `harbor.project.get_project_deletable` Get the deletable status of the project read - `harbor.project.get_project_summary` Get summary of the project. read - `harbor.project.get_scanner_of_project` Get project level scanner read - `harbor.project.head_project` Check if the project name user provided already exists. read - `harbor.project.list_artifacts_of_project` List artifacts read - `harbor.project.list_projects` List projects read - `harbor.project.list_scanner_candidates_of_project` Get scanner registration candidates for configurating project level scanner read - `harbor.project.set_scanner_of_project` Configure scanner for the specified project write - `harbor.project.update_project` Update properties for a selected project. write **Artifact 12** - `harbor.artifact.add_label` Add label to artifact write - `harbor.artifact.copy_artifact` Copy artifact write - `harbor.artifact.create_tag` Create tag write - `harbor.artifact.delete_artifact` Delete the specific artifact destructive - `harbor.artifact.delete_tag` Delete tag destructive - `harbor.artifact.get_addition` Get the addition of the specific artifact read - `harbor.artifact.get_artifact` Get the specific artifact read - `harbor.artifact.get_vulnerabilities_addition` Get the vulnerabilities addition of the specific artifact read - `harbor.artifact.list_accessories` List accessories read - `harbor.artifact.list_artifacts` List artifacts read - `harbor.artifact.list_tags` List tags read - `harbor.artifact.remove_label` Remove label from artifact destructive **User 11** - `harbor.user.create_user` Create a local user. write - `harbor.user.delete_user` Mark a registered user as be removed. destructive - `harbor.user.get_current_user_info` Get current user info. read - `harbor.user.get_current_user_permissions` Get current user permissions. read - `harbor.user.get_user` Get a user's profile. read - `harbor.user.list_users` List users read - `harbor.user.search_users` Search users by username read - `harbor.user.set_cli_secret` Set CLI secret for a user. write - `harbor.user.set_user_sys_admin` Update a registered user to change to be an administrator of Harbor. destructive - `harbor.user.update_user_password` Change the password on a user that already exists. write - `harbor.user.update_user_profile` Update user's profile. write **Replication 10** - `harbor.replication.create_replication_policy` Create a replication policy write - `harbor.replication.delete_replication_policy` Delete the specific replication policy destructive - `harbor.replication.get_replication_execution` Get the specific replication execution read - `harbor.replication.get_replication_policy` Get the specific replication policy read - `harbor.replication.list_replication_executions` List replication executions read - `harbor.replication.list_replication_policies` List replication policies read - `harbor.replication.list_replication_tasks` List replication tasks for a specific execution read - `harbor.replication.start_replication` Start one replication execution write - `harbor.replication.stop_replication` Stop the specific replication execution write - `harbor.replication.update_replication_policy` Update the replication policy write **Registry 9** - `harbor.registry.create_registry` Create a registry write - `harbor.registry.delete_registry` Delete the specific registry destructive - `harbor.registry.get_registry` Get the specific registry read - `harbor.registry.get_registry_info` Get the registry info read - `harbor.registry.list_registries` List the registries read - `harbor.registry.list_registry_provider_infos` List all registered registry provider information read - `harbor.registry.list_registry_provider_types` List registry adapters read - `harbor.registry.ping_registry` Check status of a registry write - `harbor.registry.update_registry` Update the registry write **Retention 9** - `harbor.retention.create_retention` Create Retention Policy write - `harbor.retention.delete_retention` Delete Retention Policy destructive - `harbor.retention.get_rentenition_metadata` Get Retention Metadatas read - `harbor.retention.get_retention` Get Retention Policy read - `harbor.retention.list_retention_executions` Get Retention executions read - `harbor.retention.list_retention_tasks` Get Retention tasks read - `harbor.retention.operate_retention_execution` Stop a Retention execution write - `harbor.retention.trigger_retention_execution` Trigger a Retention Execution write - `harbor.retention.update_retention` Update Retention Policy write **Webhook 9** - `harbor.webhook.create_webhook_policy_of_project` Create project webhook policy. write - `harbor.webhook.delete_webhook_policy_of_project` Delete webhook policy of a project destructive - `harbor.webhook.get_supported_event_types` Get supported event types and notify types. read - `harbor.webhook.get_webhook_policy_of_project` Get project webhook policy read - `harbor.webhook.last_trigger` Get project webhook policy last trigger info read - `harbor.webhook.list_executions_of_webhook_policy` List executions for a specific webhook policy read - `harbor.webhook.list_tasks_of_webhook_execution` List tasks for a specific webhook execution read - `harbor.webhook.list_webhook_policies_of_project` List project webhook policies. read - `harbor.webhook.update_webhook_policy_of_project` Update webhook policy of a project. write **Scanner 8** - `harbor.scanner.create_scanner` Create a scanner registration write - `harbor.scanner.delete_scanner` Delete a scanner registration destructive - `harbor.scanner.get_scanner` Get a scanner registration details read - `harbor.scanner.get_scanner_metadata` Get the metadata of the specified scanner registration read - `harbor.scanner.list_scanners` List scanner registrations read - `harbor.scanner.ping_scanner` Tests scanner registration settings write - `harbor.scanner.set_scanner_as_default` Set system default scanner registration write - `harbor.scanner.update_scanner` Update a scanner registration write **GC 6** - `harbor.gc.create_gc_schedule` Create a gc schedule. write - `harbor.gc.get_gc` Get gc status. read - `harbor.gc.get_gc_history` Get gc results. read - `harbor.gc.get_gc_schedule` Get gc's schedule. read - `harbor.gc.stop_gc` Stop the specific GC execution write - `harbor.gc.update_gc_schedule` Update gc's schedule. write **Purge 6** - `harbor.purge.create_purge_schedule` Create a purge job schedule. destructive - `harbor.purge.get_purge_history` Get purge job results. read - `harbor.purge.get_purge_job` Get purge job status. read - `harbor.purge.get_purge_schedule` Get purge's schedule. read - `harbor.purge.stop_purge` Stop the specific purge audit log execution destructive - `harbor.purge.update_purge_schedule` Update purge job's schedule. destructive **Robot 6** - `harbor.robot.create_robot` Create a robot account write - `harbor.robot.delete_robot` Delete a robot account destructive - `harbor.robot.get_robot_by_id` Get a robot account read - `harbor.robot.list_robot` Get robot account read - `harbor.robot.refresh_sec` Refresh the robot secret write - `harbor.robot.update_robot` Update a robot account write **Scan all 6** - `harbor.scan_all.create_scan_all_schedule` Create a schedule or a manual trigger for the scan all job. write - `harbor.scan_all.get_latest_scan_all_metrics` Get the metrics of the latest scan all process read - `harbor.scan_all.get_latest_scheduled_scan_all_metrics` Get the metrics of the latest scheduled scan all process read - `harbor.scan_all.get_scan_all_schedule` Get scan all's schedule. read - `harbor.scan_all.stop_scan_all` Stop scanAll job execution write - `harbor.scan_all.update_scan_all_schedule` Update scan all's schedule. write **Usergroup 6** - `harbor.usergroup.create_user_group` Create user group write - `harbor.usergroup.delete_user_group` Delete user group destructive - `harbor.usergroup.get_user_group` Get user group information read - `harbor.usergroup.list_user_groups` Get all user groups information read - `harbor.usergroup.search_user_groups` Search groups by groupname read - `harbor.usergroup.update_user_group` Update group information write **Jobservice 5** - `harbor.jobservice.action_pending_jobs` stop and clean, pause, resume pending jobs in the queue write - `harbor.jobservice.get_worker_pools` Get worker pools read - `harbor.jobservice.get_workers` Get workers read - `harbor.jobservice.list_job_queues` list job queues read - `harbor.jobservice.stop_running_job` Stop running job write **Label 5** - `harbor.label.create_label` Post creates a label write - `harbor.label.delete_label` Delete the label specified by ID. destructive - `harbor.label.get_label_by_id` Get the label specified by ID. read - `harbor.label.list_labels` List labels according to the query strings. read - `harbor.label.update_label` Update the label properties. write **Member 5** - `harbor.member.create_project_member` Create project member write - `harbor.member.delete_project_member` Delete project member destructive - `harbor.member.get_project_member` Get the project member information read - `harbor.member.list_project_members` Get all project member information read - `harbor.member.update_project_member` Update project member write **Project metadata 5** - `harbor.project_metadata.add_project_metadatas` Add metadata for the specific project write - `harbor.project_metadata.delete_project_metadata` Delete the specific metadata for the specific project destructive - `harbor.project_metadata.get_project_metadata` Get the specific metadata of the specific project read - `harbor.project_metadata.list_project_metadatas` Get the metadata of the specific project read - `harbor.project_metadata.update_project_metadata` Update the specific metadata for the specific project write **Repository 5** - `harbor.repository.delete_repository` Delete repository destructive - `harbor.repository.get_repository` Get repository read - `harbor.repository.list_all_repositories` List all authorized repositories read - `harbor.repository.list_repositories` List repositories read - `harbor.repository.update_repository` Update repository write **Role 5** - `harbor.role.create_role` Create a role write - `harbor.role.delete_role` Delete a role account destructive - `harbor.role.get_role_by_id` Get a role read - `harbor.role.list_role` Get roles read - `harbor.role.update_role` Update a role account write **Immutable 4** - `harbor.immutable.create_immu_rule` Add an immutable tag rule to current project write - `harbor.immutable.delete_immu_rule` Delete the immutable tag rule. destructive - `harbor.immutable.list_immu_rules` List all immutable tag rules of current project read - `harbor.immutable.update_immu_rule` Update the immutable tag rule or enable or disable the rule write **Ldap 4** - `harbor.ldap.import_ldap_user` Import selected available ldap users. write - `harbor.ldap.ping_ldap` Ping available ldap service. write - `harbor.ldap.search_ldap_group` Search available ldap groups. read - `harbor.ldap.search_ldap_user` Search available ldap users. read **Auditlog 3** - `harbor.auditlog.list_audit_log_event_types` Get all event types of audit log read - `harbor.auditlog.list_audit_log_exts` Get recent logs of the projects which the user is a member with project_admin role, or return all audit logs for system admin user read - `harbor.auditlog.list_audit_logs` Get recent logs of projects which the user is a member with project admin role, or return all audit logs for system admin user (deprecated) read **Configure 3** - `harbor.configure.get_configurations` Get system configurations. read - `harbor.configure.get_internalconfig` Get internal configurations. read - `harbor.configure.update_configurations` Modify system configurations. write **Quota 3** - `harbor.quota.get_quota` Get the specified quota read - `harbor.quota.list_quotas` List quotas read - `harbor.quota.update_quota` Update the specified quota write **Scan data export 3** - `harbor.scan_data_export.export_scan_data` Export scan data for selected projects write - `harbor.scan_data_export.get_scan_data_export_execution` Get the specific scan data export execution read - `harbor.scan_data_export.get_scan_data_export_execution_list` Get a list of specific scan data export execution jobs for a specified user read **Scan 2** - `harbor.scan.scan_artifact` Scan the artifact write - `harbor.scan.stop_scan_artifact` Cancelling a scan job for a particular artifact write **Schedule 2** - `harbor.schedule.get_schedule_paused` Get scheduler paused status read - `harbor.schedule.list_schedules` List schedules read **Securityhub 2** - `harbor.securityhub.get_security_summary` Get vulnerability system summary read - `harbor.securityhub.list_vulnerabilities` Get the vulnerability list. read **System cve allowlist 2** - `harbor.system_cve_allowlist.get_system_cve_allowlist` Get the system level allowlist of CVE. read - `harbor.system_cve_allowlist.put_system_cve_allowlist` Update the system level allowlist of CVE. write **Systeminfo 2** - `harbor.systeminfo.get_system_info` Get general system info read - `harbor.systeminfo.get_volumes` Get system volume info (total/free size). read **Health 1** - `harbor.health.get_health` Check the status of Harbor components read **Icon 1** - `harbor.icon.get_icon` Get artifact icon read **Oidc 1** - `harbor.oidc.ping_oidc` Test the OIDC endpoint. write **Permissions 1** - `harbor.permissions.get_permissions` Get system or project level permissions info. read **Search 1** - `harbor.search.search` Search for projects and repositories read **Statistic 1** - `harbor.statistic.get_statistic` Get the statistic information about the projects and repositories read **Webhookjob 1** - `harbor.webhookjob.list_webhook_jobs` List project webhook jobs read Questions ## The Harbor MCP server, answered. **Is there a Harbor MCP server for Claude?** Yes. actionlake is an MCP gateway: a remote MCP server that gives Claude, or another MCP client, 197 Harbor actions across preheat, project, artifact and user, through the same eight tools it uses for every other connector. actionlake is independent; it is not made or endorsed by Harbor. **What do I need to connect Harbor?** Harbor username, or a robot account's full name (e.g. robot$library+ci) and The user's password (or OIDC CLI secret), or the robot account's secret. Plus your host. The free call account { op: "connections.requirements", service: "harbor" } lists exactly what to paste. **Can an AI agent delete or change things in Harbor?** Only if its key allows it, and only with an explicit confirmation. 24 Harbor actions are destructive, including mark a registered user as be removed., delete user group and delete a robot account. 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 Harbor API limit?** actionlake paces every call to the limits in the Harbor service file: 20 calls a second per connection. Repeated reads are answered from cache (91 Harbor actions can be), which never reaches Harbor. **What does a Harbor action cost?** One upstream call, the only unit actionlake bills. A list that pages bills one call per page (197 Harbor actions page). Cache hits, searches, dry runs and calls Harbor 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 Harbor API does it cover?** The Harbor API v2.0 (Swagger 2.0, 2.0) at your Harbor instance's API base URL, which you enter when connecting (path /api/v2.0). It is built from Harbor's documentation as read on 23 October 2026. 197 actions in 38 areas, each one in the signed service file (version 1.0.0). **Does actionlake keep my Harbor 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 Harbor 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. ## More connectors like Harbor Shares the most action names with - [Buildkite 19](https://actionlake.com/connectors/buildkite) - [MongoDB Atlas 19](https://actionlake.com/connectors/mongodb-atlas) - [Sourcegraph 16](https://actionlake.com/connectors/sourcegraph) - [Spacelift 15](https://actionlake.com/connectors/spacelift) - [Sumo Logic 15](https://actionlake.com/connectors/sumo-logic) - [env zero (env0) 12](https://actionlake.com/connectors/env-zero-env0) Joins with, on shared entities - [Hugging Face 5](https://actionlake.com/connectors/hugging-face) - [Rubrik Security Cloud 4](https://actionlake.com/connectors/rubrik-security-cloud) - [Gitea 4](https://actionlake.com/connectors/gitea) - [Forgejo 4](https://actionlake.com/connectors/forgejo) - [Mistral AI 4](https://actionlake.com/connectors/mistral-ai) - [Microsoft 365 Users 3](https://actionlake.com/connectors/microsoft-365-users) Browse - [All Developer & infrastructure connectors](https://actionlake.com/connectors/category/developer-and-infrastructure) - [All connectors](https://actionlake.com/connectors) - [How actionlake compares](https://actionlake.com/compare) actionlake is independent. It is not made or endorsed by Harbor; the name is the vendor's own. Counts are from the Harbor service file, version 1.0.0. ## Give your agent Harbor today. [Connect Harbor free](https://actionlake.com/console?start=sandbox) [See pricing](https://actionlake.com/pricing) Start free - 100,000 calls/month, no card. No signup. Hard caps on every key. Cached answers are free. --- Source: https://actionlake.com/connectors/harbor More: https://actionlake.com/llms.txt