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Render for AI agents

Agents read Render at once. Changes and sends are held for a person's approval by default.

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About Render

Render is a unified cloud platform that enables developers to build and run applications and websites with ease.

What an agent can do in Render

Every Render action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.

Runs at once (reads)

Looks things up in Render without asking first. 57 actions.

  • List DeploysTool to list recent deploys for a Render service with pagination and filtering. Use when you need to fetch deploy history, inspect deploy statuses, or find a specific deployId to pass to other deploy
  • List DisksTool to list all disks. Use when you need to retrieve all disks associated with your account.
  • List Environment Variables for ServiceTool to list all environment variables configured directly on a Render service (with pagination). Use when you need to enumerate env vars without knowing individual keys.
  • List LogsTool to list logs for a specific workspace and resource. Use when you need to retrieve logs for services, databases, or other resources, with support for filtering by time range, log type, severity le
  • List Postgres InstancesTool to list Postgres instances. Use when you need to retrieve all Postgres databases associated with your account, optionally filtering by name, region, or other criteria.
  • Retrieve Key Value InstanceRetrieve one Key Value instance by its Render ID.
  • Retrieve Postgres InstanceTool to retrieve a specific Postgres instance. Use when you need to get details about a Postgres database in your Render account.
  • Retrieve ServiceTool to retrieve a specific service by ID. Use when you need detailed information about a service including its configuration, status, and deployment settings.
  • Get Active ConnectionsTool to get active connection count metrics for Render resources. Use when you need to retrieve time-series data of active connections for Postgres or Redis instances over a specified time range.
  • Get Bandwidth SourcesTool to get bandwidth usage breakdown by traffic source. Use when you need to retrieve bandwidth usage statistics segmented by different traffic sources for a Render service.
  • Get CPU UsageTool to retrieve CPU usage metrics for Render resources. Use when you need to monitor CPU utilization for services, Postgres databases, or Redis instances. At least one filter (resource, service, or i
  • Get CPU LimitTool to retrieve CPU limit metrics for Render resources. Use when you need to get the CPU limit time series data for services, Postgres databases, or Redis instances. Returns metrics over a specified
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  • Get Disk CapacityTool to get disk capacity metrics for Render resources. Use when you need to retrieve disk capacity time series data for services, Postgres databases, or Redis instances. At least one filter parameter
  • Get Disk UsageTool to retrieve disk usage metrics for Render resources. Use when you need to monitor persistent disk utilization for services, Postgres databases, or Redis instances. It is recommended to specify at
  • Get Instance CountTool to get instance count metrics for Render resources. Use when you need to retrieve instance count time series data for services, Postgres databases, or Redis instances. The resource parameter is r
  • Get Memory UsageTool to get memory usage metrics for one or more resources. Use when you need to retrieve memory usage data for services, Postgres databases, or Redis instances over a specified time range.
  • Get Memory LimitTool to get memory limit metrics for Render resources over a specified time range. Use when you need to retrieve memory limit data for services, Postgres databases, or Redis instances. At least one fi
  • Get Memory TargetTool to get memory target metrics for Render resources. Use when you need to retrieve memory target data for services, Postgres databases, or Redis instances over a specified time range. At least one
  • Get UserTool to get the authenticated user. Use when you need to retrieve information about the currently authenticated account owner.
  • List Application Filter ValuesTool to list queryable instance values for application metrics. Use when you need to discover available filter values for metrics queries.
  • List BlueprintsTool to list all blueprints. Use when you need to retrieve the definitions of all blueprints in your account.
  • List Environment GroupsTool to list environment groups. Use when you need to retrieve environment groups to view shared environment variables across services.
  • List EnvironmentsTool to list environments for a project. Use when you need to retrieve environments within a specific project. Requires at least one project ID.
  • List Header RulesList response-header rules configured for a Render static site.
  • List InstancesTool to list instances of a service. Use when you need to retrieve all instances for a specific Render service.
  • List Key Value InstancesTool to list all Key Value instances. Use when you need to retrieve Key Value instances associated with your account, optionally filtering by name, region, owner, environment, or timestamps.
  • List Log Label ValuesTool to list log label values for a workspace. Use when you need to discover possible values for a specific log label (instance, host, statusCode, method, level, or type) within a time range.
  • List Maintenance RunsTool to list maintenance runs. Use when you need to retrieve scheduled or past maintenance activities for services and database instances.
  • List Notification OverridesTool to list notification overrides for services. Use when you need to retrieve notification settings that override default notification behavior for specific services.
  • List Workspace MembersTool to list workspace members. Use when you need to retrieve all members of a specific workspace or team.
  • List OwnersTool to list owners (users and teams). Use after authenticating to fetch available owner IDs for resource creation.
  • List Postgres ExportsTool to list all exports for a Postgres instance. Use when you need to retrieve the history of exports for a specific Postgres database.
  • List PostgreSQL UsersTool to list PostgreSQL user credentials for a Render PostgreSQL database instance. Use when you need to view all users with access to a specific PostgreSQL database.
  • List ProjectsList Projects
  • List Registry CredentialsTool to list registry credentials. Use when you need to retrieve container registry credentials associated with your account, optionally filtering by name, username, or registry type.
  • List Resource Log StreamsTool to list resource log stream overrides. Use when you need to retrieve log stream configurations for resources in your account.
  • List RoutesTool to list redirect/rewrite rules for a service. Use when you need to retrieve routing configuration for a Render service.
  • List Secret FilesTool to list secret files for a Render service. Use when you need to retrieve all secret files associated with a specific service.
  • List Service EventsList recent lifecycle events for a Render service with optional filters.
  • List ServicesTool to list all services. Use when you need to retrieve services accessible by your account, optionally filtering by name or type. Use after authentication.
  • List Task RunsTool to list task runs. Use when you need to retrieve task execution history for workflows, optionally filtering by task ID, workflow, owner, or root task run.
  • List TasksTool to list tasks. Use when you need to retrieve tasks from workflows, optionally filtering by owner, task ID, workflow ID, or workflow version ID.
  • List WebhooksTool to list all webhooks. Use when you need to retrieve configured webhooks for your account.
  • List WorkflowsTool to list workflows. Use when you need to retrieve workflows accessible by your account, optionally filtering by name, owner, environment, or workflow ID.
  • List Workflow VersionsTool to list workflow versions. Use when you need to retrieve workflow versions, optionally filtering by owner, workflow, or version ID.
  • Retrieve Custom DomainTool to retrieve a specific custom domain for a service. Use when you need to get details about a custom domain associated with a Render service.
  • Retrieve deployRetrieve deploy
  • Retrieve Environment GroupTool to retrieve a specific environment group by ID. Use when you need to fetch detailed information about a specific environment group including its environment variables, secret files, and linked se
  • Retrieve Environment VariableTool to retrieve a specific environment variable from a Render environment group. Use when you need to fetch the value of a particular environment variable by its key.
  • Retrieve Environment Group Secret FileTool to retrieve secret file from an environment group. Use when you need to get the content of a specific secret file within an environment group.
  • Retrieve Environment VariableTool to retrieve a specific environment variable from a Render service. Use when you need to fetch the value of a particular environment variable by its key.
  • Retrieve OwnerTool to retrieve a specific owner (workspace) by ID. Use when you need details about a user or team workspace.
  • Retrieve Owner Notification SettingsTool to retrieve notification settings for a specific owner (workspace). Use when you need to check current notification configuration for Slack, email, and preview notifications.
  • Retrieve ProjectTool to retrieve a specific project by ID. Use when you need to fetch detailed information about a Render project including its name, owner, and associated environments.
  • Retrieve Registry CredentialTool to retrieve a registry credential by ID. Use when you need to get details about a Docker registry credential in your Render account.
  • Retrieve Secret FileTool to retrieve a secret file from a Render service. Use when you need to get the content of a specific secret file within a service.
  • Stream Task Runs EventsTool to stream real-time task run events via Server-Sent Events (SSE). Use when you need to monitor task execution status and receive live updates as tasks progress. Requires maintaining an open HTTP

Held for approval by default (changes and sends)

Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 42 actions.

  • Create Postgres InstanceTool to create a new Postgres instance on Render. Use when you need to provision a new PostgreSQL database with configurable plan, version, and region.
  • Restart ServiceTool to restart a service. Use when you need to restart a running service, such as after configuration changes or to resolve issues.
  • Update ServiceTool to update a service configuration. Use when you need to modify service settings such as auto-deploy, branch, build filters, Docker image, name, repository, or service-specific details.
  • Add Header RuleTool to add a custom HTTP header rule to a Render service. Use when you need to configure headers like Cache-Control, security headers, or CORS headers for specific request paths.
  • Add or Update Secret FileTool to add or update a secret file for a Render service. Use when you need to create a new secret file or update the content of an existing secret file.
  • Add Resources to EnvironmentTool to add resources to a Render environment. Use when you need to associate services, databases, Redis instances, or environment groups with an existing environment.
  • Add RouteTool to add redirect or rewrite rules to a Render service. Use when you need to configure URL routing, redirects, or rewrites for a service. Redirect rules send HTTP redirects to clients, while rewrit
  • Create Custom DomainTool to add a custom domain to a Render service. Use when you need to configure a custom domain for a service.
  • Create Environment GroupTool to create a new environment group. Use when you need to create a shared collection of environment variables and secret files that can be used across multiple services.
  • Create EnvironmentTool to create a new environment within a Render project. Use when you need to set up a new environment for organizing services, databases, and other resources.
  • Create Registry CredentialTool to create a registry credential. Use when you need to add a new container registry credential to your Render account for authenticating with Docker Hub, GitHub, GitLab, Google Artifact Registry,
  • Delete Environment Group VariableTool to remove an environment variable from an environment group. Use when you need to delete a specific environment variable by its key from a given environment group.
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  • Delete Environment Group Secret FileTool to remove a secret file from an environment group. Use when you need to delete a specific secret file by its name from a given environment group.
  • Delete EnvironmentTool to delete a specified environment. Use when you need to remove an environment from Render. Returns success confirmation.
  • Delete Environment VariableDelete one environment variable set directly on a Render service.
  • Delete Key ValueTool to delete a Key Value instance. Use when you need to remove a specific Key Value store from your Render account.
  • Delete Owner Log StreamTool to delete a log stream for an owner. Use when you need to remove log stream configuration for a specific workspace.
  • Delete Owner Metrics StreamTool to delete a metrics stream for a workspace. Use when removing metrics integration for a specific owner.
  • Delete Registry CredentialTool to delete a registry credential. Use when you need to remove a Docker registry credential from your Render account.
  • Delete Secret FileTool to delete a secret file from a Render service. Use when you need to remove a secret file that is no longer needed.
  • Delete ServiceTool to delete a service. Use when you need to permanently remove a service from your Render account.
  • Disconnect BlueprintTool to disconnect a blueprint from your Render account. Use when you need to remove a blueprint connection.
  • Link Service to Environment GroupTool to link a service to an environment group. Use when you need to associate a service with an environment group so that the service can access the environment variables and secret files defined in
  • Resume ServiceTool to resume a suspended service. Use when you need to restart a service that was previously suspended.
  • Subscribe to LogsTool to subscribe to real-time logs via WebSocket connection. Use when you need to stream logs as they are generated for services, databases, or other resources. Note: This endpoint requires HTTP/1.1
  • Suspend ServiceTool to suspend a service. Use when you need to temporarily stop a service without deleting it.
  • Trigger DeployTool to trigger a new deploy for a specified service. Requires the service to already exist on Render and be linked to a Git repo — initial setup and repo linking must be done in the Render UI. Use wh
  • Update Environment GroupTool to update an environment group's name. Use when you need to rename an existing environment group.
  • Update Environment Group VariableTool to add or update an environment variable in an environment group. Use when you need to set a new value for an environment variable or create a new one if it doesn't exist. You can either provide
  • Update Environment Group Secret FileTool to add or update a secret file in an environment group. Use when you need to create a new secret file or modify the content of an existing secret file within an environment group.
  • Update Environment VariableTool to add or update an environment variable for a Render service. Use when you need to set a new environment variable or modify an existing one's value. You can either provide a specific value or ha
  • Update Environment Variables for ServiceTool to update environment variables for a Render service. Use when you need to add, modify, or set environment variables for a service. This replaces all environment variables with the provided list.
  • Update Header RulesTool to replace all header rules for a Render service. Use when you need to completely replace the existing set of custom HTTP headers with a new set. This operation removes all existing header rules
  • Update Owner Log StreamTool to update log stream configuration for an owner. Use when you need to modify log stream settings for a specific workspace.
  • Update Owner Notification SettingsTool to update notification settings for a specific owner (workspace). Use when you need to modify email, preview, or notification type settings.
  • Update Postgres InstanceTool to update a Postgres instance configuration. Use when you need to modify settings like name, plan, disk size, high availability, or IP allowlist for an existing Render Postgres database.
  • Update ProjectTool to update a project's name. Use when you need to rename an existing Render project.
  • Update Registry CredentialTool to update a registry credential. Use when you need to modify the name, username, authentication token, or registry type for an existing Docker registry credential in your Render account.
  • Update Resource Log StreamTool to update log stream override for a resource. Use when you need to configure whether logs should be sent to a custom endpoint or dropped for a specific resource (server, cron job, postgres, or re
  • Update RoutesTool to update redirect/rewrite rules for a service. Use when you need to set or replace the routing configuration for a Render service. This operation replaces all existing routes with the provided l
  • Update Secret Files for ServiceTool to update secret files for a Render service. Use when you need to create or update multiple secret files at once for a specific service.
  • Verify Custom DomainTool to verify DNS configuration for a custom domain. Use when you need to trigger DNS verification for a custom domain associated with a Render service.

Changes wait in Needs you

Changes and sends in Render are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

How approvals work

Render questions

Can an agent change data in Render on its own?

Not by default. Changes and sends in Render are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

What can an agent read in Render?

This connector lists 57 read actions. Reads run at once, without waiting for approval.

How does Render connect?

It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.

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