> ## Documentation Index > Fetch the complete documentation index at: https://docs.labelbox.com/llms.txt > Use this file to discover all available pages before exploring further. # List static agent templates > Returns the startup-validated static catalog of agent definitions. Copy one definition into managedAgentsCreateAgent to create an ordinary managed agent; listing templates has no side effects and performs no live model validation. The startup-validated embedded catalog has a fixed, bounded number of templates; the response is not paginated. ## OpenAPI ````yaml /recursion/openapi.yaml get /managed-agents/v2/agent-templates openapi: 3.1.0 info: title: Managed Agents API version: 0.14.0 description: >- The Recursion Managed Agents REST API. Authenticate with a Recursion API key as a bearer token. An organization-scoped key acts in its own organization and needs nothing else; a tenant-scoped key must also send `x-organization-id` with an organization id or `default`. Field names follow each operation's published schema. servers: - url: https://api.recursion.labelbox.com security: - bearerAuth: [] paths: /managed-agents/v2/agent-templates: get: tags: - Agents summary: List static agent templates description: >- Returns the startup-validated static catalog of agent definitions. Copy one definition into managedAgentsCreateAgent to create an ordinary managed agent; listing templates has no side effects and performs no live model validation. The startup-validated embedded catalog has a fixed, bounded number of templates; the response is not paginated. operationId: managedAgentsListAgentTemplatesV2 parameters: - $ref: '#/components/parameters/RecursionTenantId' - $ref: '#/components/parameters/RecursionOrganizationId' responses: '200': content: application/json: schema: $ref: '#/components/schemas/StandaloneAgentTemplateListResponse' description: >- Response body of GET /managed-agents/v1/agent-templates: the standalone startup-validated agent template catalog. headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '400': description: Bad Request. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorInvalidRequest' x-recursion-error-codes: - invalid_request headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '401': description: Unauthorized. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorUnauthorized' x-recursion-error-codes: - unauthorized headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '403': description: Forbidden. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorForbidden' x-recursion-error-codes: - forbidden headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '404': description: Not Found. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorNotFound' x-recursion-error-codes: - not_found headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '413': description: Payload Too Large. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorPayloadTooLarge' x-recursion-error-codes: - payload_too_large headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '429': headers: Retry-After: description: When to retry, as delay seconds or an HTTP date. schema: type: string recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' description: Too Many Requests. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorRateLimitExceeded' x-recursion-error-codes: - rate_limit_exceeded '500': description: Internal Server Error. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorInternalError' x-recursion-error-codes: - internal_error headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '502': description: A dependent service returned an invalid response. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorDependencyFailure' x-recursion-error-codes: - bad_gateway headers: recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' '503': headers: Retry-After: description: When to retry, as delay seconds or an HTTP date. schema: type: string recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' description: Service Unavailable. content: application/json: schema: oneOf: - $ref: >- #/components/schemas/ManagedAgentsApiErrorManagedAgentsUnavailable - $ref: >- #/components/schemas/ManagedAgentsApiErrorServiceUnavailable discriminator: propertyName: code mapping: managed_agents_unavailable: >- #/components/schemas/ManagedAgentsApiErrorManagedAgentsUnavailable service_unavailable: >- #/components/schemas/ManagedAgentsApiErrorServiceUnavailable x-recursion-error-codes: - managed_agents_unavailable - service_unavailable '504': headers: Retry-After: description: When to retry, as delay seconds or an HTTP date. schema: type: string recursion-organization-id: $ref: '#/components/headers/RecursionOrganizationId' recursion-tenant-id: $ref: '#/components/headers/RecursionTenantId' description: A dependent service timed out. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorDependencyTimeout' x-recursion-error-codes: - gateway_timeout components: parameters: RecursionTenantId: name: x-tenant-id in: header required: false description: >- Optional tenant consistency check. When present, it must name the tenant bound to the API key, including when x-organization-id is `default`. schema: type: string minLength: 1 RecursionOrganizationId: name: x-organization-id in: header required: false description: >- Organization in which to act. Required for a tenant-scoped API key. Optional for an organization-scoped key, where it must name that same organization. The value may be an organization id or `default`. schema: type: string minLength: 1 schemas: StandaloneAgentTemplateListResponse: additionalProperties: false description: >- Response body of GET /managed-agents/v1/agent-templates: the standalone startup-validated agent template catalog. properties: items: description: >- Stable agent templates in gallery order: featured templates first, then the rest. Definitions are standalone create-agent request bodies copied into the create form; reading this catalog never creates or mutates an agent. items: $ref: '#/components/schemas/StandaloneAgentTemplate' type: array required: - items type: object ManagedAgentsApiErrorInvalidRequest: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - invalid_request message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorUnauthorized: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - unauthorized message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorForbidden: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - forbidden message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorNotFound: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - not_found message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorPayloadTooLarge: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - payload_too_large message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorRateLimitExceeded: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - rate_limit_exceeded message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorInternalError: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - internal_error message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorDependencyFailure: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - bad_gateway message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorManagedAgentsUnavailable: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - managed_agents_unavailable message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorServiceUnavailable: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - service_unavailable message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorDependencyTimeout: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - gateway_timeout message: type: string minLength: 1 description: Human-readable error message. details: $ref: '#/components/schemas/ManagedAgentsApiErrorDetails' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. required: - code - message additionalProperties: false description: Standard flat error response. StandaloneAgentTemplate: additionalProperties: false description: >- One startup-validated standalone agent template; reading it never creates or mutates an agent. properties: category: description: Presentation category grouping related templates. type: string definition: $ref: '#/components/schemas/StandaloneAgentTemplateDefinition' description: >- Complete standalone create-agent-compatible definition copied into the explicit create form. environment: description: Suggested environment template id. type: string features: description: Product switches required to show this template. items: type: string type: array icon: description: Icon name for the card. type: string name: description: Card title. type: string prompts: description: Suggested first messages; the user may edit before launch. items: type: string type: array requires: description: Organization resources that must be bound before creating the agent. items: $ref: '#/components/schemas/Requirement' type: array revision: description: Revision of this reviewed template. type: integer minimum: -9007199254740991 maximum: 9007199254740991 summary: description: One-line explanation of the starting point. type: string templateId: description: Stable catalog key used to select and track this template. type: string required: - templateId - revision - name - summary - category - icon - prompts - requires - features - definition type: object ManagedAgentsApiErrorDetails: type: object properties: field: description: >- Request field or header responsible for the error, when one can be identified. type: string issues: description: >- Boundary-validation failures as path-prefixed human-readable messages. type: array items: type: string requestId: description: Request correlation identifier for support and log lookup. type: string retryable: description: >- Server advice about failure transience. `true` means transient, `false` means non-transient, and absence gives no advice. Automatic replay is allowed only when this field is not `false` and the operation-specific retry and idempotency contract permits replay. type: boolean additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' description: >- Optional structured error details. Reserved transport fields are typed; code-specific fields remain forward compatible. StandaloneAgentTemplateDefinition: additionalProperties: false description: >- Request body for creating a standalone Managed Agent: its system prompt, model, tool surface, and default vault grants. Sessions snapshot the agent version at start, so later edits do not change a running session. properties: builtInIntegrations: description: >- Built-in integrations this agent may use, each naming an active organization connection an admin added on the Integrations page. A non-empty tools list narrows this agent below the connection's organization allow-list; omission inherits it. Sessions receive short-lived access restricted to the effective tools; nothing is granted through a vault. Omit or send [] for no connections. Carried in full on every version write. items: $ref: '#/components/schemas/BuiltInIntegration' maxItems: 25 type: array defaultCredentialRefs: description: >- Individual default items within defaultVaultIds. The list is a whitelist across every default vault, not a filter within one, so it must name every item the agent should receive. Omit to select every item the default vaults hold when the agent is saved. The selection is stored with the agent version, so a credential added to one of those vaults later is not included until the agent is saved again with it selected. [] alongside a non-empty defaultVaultIds is rejected because it would select none. items: $ref: '#/components/schemas/VaultCredentialRef' type: array defaultRubric: description: >- Markdown rubric; each list item is one criterion. When set, every session of this agent that starts with a message is graded against it by default, with that message as the objective. Must contain at least one gradeable markdown list item. An explicit session outcome overrides the default. type: string defaultVaultIds: description: >- Vaults granted by default when a session create request omits vault_ids. defaultCredentialRefs may narrow their items. items: type: string type: array description: description: >- Optional free-text note about what the agent is for. Not sent to the model. type: string disabledIntegrationMcpProviders: default: [] description: >- Native integration providers whose MCP tools sessions of this agent do not receive even though the grant is present; the agent's own mcpServers are never affected. github is accepted but ignored, because a GitHub grant always keeps its MCP tools alongside git and gh in the sandbox. Omitting the field means none, on managedAgentsCreateAgent as on managedAgentsCreateAgentVersion. items: type: string type: array fileHistoryEnabled: description: >- Whether sessions started from this agent may search and read the session outputs its earlier sessions saved, with search_agent_files and read_agent_file. Omit or send null to leave it off. Checked again on every search and read, so turning it off takes effect at once. type: boolean maxConcurrentSessions: description: >- Maximum number of this agent's ordinary root sessions that may run or wait on compute at once. Omit for unlimited. Sessions beyond the cap are accepted with execution_state=queued and wait until a slot frees; child/subagent sessions and outcome evaluation passes do not take a slot. Carried in full on every version write: omitting it publishes a version with no cap. maximum: 10000 minimum: 1 type: integer mcpServers: description: >- Remote MCP servers whose tools are added to the agent's tool surface. Each entry is an object with name and url, e.g. {"name": "docs", "url": "https://example.com/mcp"}. Credentials come from the vaults granted to the session, and the discovered tool list is snapshotted at session start, so a later edit here does not change a running session. items: additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' type: object type: array metadata: additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' description: >- Free-form caller-owned JSON stored with the agent and returned on reads. Not interpreted by the service and never sent to the model. type: object model: description: >- Public model id copied from GET /managed-agents/v1/models (for example anthropic/claude-sonnet-5-5). Agent reads return the same public id. An id the catalog does not list is rejected with a list of available public ids. type: string modelConfig: $ref: '#/components/schemas/InferenceConfig' description: >- Default inference config applied to sessions started from this agent. Omit modelConfig or send {} to use provider defaults; null is invalid. reasoning_effort is normalized and validated for direct providers, and must exactly match the selected catalog model's supportedReasoningEfforts. An unsupported reasoning_effort, including any value for a catalog model that lists no exact options, returns 400. Authored provider_params.thinking objects are validated. When prompt caching is enabled, invalid provider_params.promptCacheTTL or provider_params.promptCacheSharedTTL values, incompatible models, and shared retention shorter than promptCacheTTL return 400. These checks run on agent and version writes and again at session start; a model catalog that cannot be read to verify settings returns 503. multiagent: additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' description: >- Multiagent roster: the delegation targets this agent may hand work to, an optional advisor entry, and the interventionist posture. Snapshotted at session start; a child roster may tighten the recursion depth ceiling, never widen it. type: object name: description: >- Human-readable label for the agent. Required, and not blank; surrounding whitespace is trimmed. type: string nativeIntegrations: description: >- Native connections this agent may use, with provider-enforced permission and resource restrictions. Omit or send [] for none. Stored in full on each agent version; secrets remain on the connection. items: $ref: '#/components/schemas/NativeIntegration' maxItems: 25 type: array skills: description: >- Skill declarations made available to the agent, passed through as given and snapshotted into the session at start. Capped at the 100 skills a session can carry. items: additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' type: object maxItems: 100 type: array system: description: System prompt for the agent. type: string template: $ref: '#/components/schemas/TemplateRef' description: Reviewed template id and revision used to prefill this definition. webSearchEnabled: default: true description: >- Whether sessions started from this agent may use the native web_search tool. Omit to enable it. The setting is snapshotted when a session starts. type: boolean required: - name - model - modelConfig - system type: object Requirement: description: Organization resource and permission required by an agent template. properties: connector: description: Service identifier for a built-in integration requirement. type: string permission: description: Provider permission required by the template. type: string provider: description: Integration provider that supplies this resource. type: string resources: description: Resource category to choose from the connected account. type: string type: description: Resource category that must be connected before creation. type: string required: - type - provider - permission - resources type: object additionalProperties: false PlatformSafeJsonValue: description: >- A JSON value whose integer members stay within the exact ECMAScript safe-integer range at every nesting level. oneOf: - type: 'null' - type: boolean - type: string - type: integer minimum: -9007199254740991 maximum: 9007199254740991 - type: number not: type: integer - type: array items: $ref: '#/components/schemas/PlatformSafeJsonValue' - additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' type: object BuiltInIntegration: description: >- One built-in integration an agent may use, named by its organization connection. The agent may narrow the connection's organization tool allow-list. properties: connection_id: description: >- Organization integration connection (UUID) the agent may use. Must belong to the caller's organization, be a built-in integration connection, and be active. type: string tools: description: >- Optional subset of the connection's organization tool allow-list. Omit or send an empty list to inherit all organization-enabled tools. A non-empty list limits this agent to exactly those tools, subject to later organization changes. items: type: string maxItems: 200 type: array required: - connection_id type: object additionalProperties: false VaultCredentialRef: description: >- A pointer to one credential inside one vault. Used to grant a session specific credentials rather than every credential in a vault. properties: credential_id: description: Credential to select inside vault_id. type: string vault_id: description: >- Vault holding the credential. Required, because credential ids are unique only within a vault. type: string required: - vault_id - credential_id type: object additionalProperties: false InferenceConfig: description: >- Sampling and generation settings for a model call, mirroring the provider's own request parameters. Set it on an agent or a session to govern every turn, and read it back on a model event to see what the call actually used. properties: max_tokens: description: >- Upper bound on tokens the model may generate for one assistant turn (the provider's max_tokens). Omit or 0 to use the model reference's default. format: int64 type: integer minimum: -9007199254740991 maximum: 9007199254740991 provider_params: additionalProperties: $ref: '#/components/schemas/PlatformSafeJsonValue' description: >- Recognized provider-specific settings are thinking, thinkingDisplay and output_config for native Anthropic messages; thinkingConfig for native Gemini; and promptCache, promptCacheTTL and promptCacheSharedTTL for prompt caching. Unknown top-level keys are ignored, not passed through. Omitting all three cache settings enables automatic policy: explicit caching stays enabled and eligible Anthropic requests may use 1h shared retention when recent usage and current pricing evidence predict savings; otherwise shared retention is 5m. Setting promptCache or either TTL explicitly keeps operator-configured retention. promptCache true enables explicit markers; false disables them and ignores both TTL settings. With caching enabled, both TTL settings accept only 5m or 1h on models using native Anthropic messages. promptCacheTTL defaults to 5m for user-context anchors and history. promptCacheSharedTTL controls tools and system instructions, defaults to promptCacheTTL under explicit configuration, and cannot be shorter than promptCacheTTL. Authored thinking objects and enabled cache TTL settings are validated at agent/version writes and session start. type: object reasoning_effort: description: >- Provider-native reasoning depth value. For a model from the models catalog, use one of its supportedReasoningEfforts; omit it to follow the provider's current default. type: string temperature: description: >- Sampling temperature passed through to the provider, typically 0.0-2.0. Lower values are more deterministic. Omit to use the provider default. type: number top_p: description: >- Nucleus-sampling probability mass (0.0-1.0) passed through to the provider. Prefer setting either this or temperature, not both. Omit to use the provider default. type: number type: object additionalProperties: false NativeIntegration: description: >- A native connection and its agent-owned runtime permission and resource policy. properties: connectionId: description: Active native connection in this organization. format: uuid type: string permission: description: >- Provider permission preset, bounded by the connection's authorization. type: string resources: description: >- Optional resource subset. Omit to inherit all resources available through the connection. An explicit empty list is rejected. items: type: string maxItems: 500 minItems: 1 type: array uniqueItems: true tools: description: >- Standalone GitHub or Slack MCP tools this agent may use. Omit on existing grants to retain the prior tool access; new standalone grants select tools explicitly. An explicit empty list is rejected. items: type: string maxItems: 200 minItems: 1 type: array uniqueItems: true required: - connectionId - permission type: object additionalProperties: false TemplateRef: description: Reviewed template id and revision copied into this resource. properties: id: description: Stable template id. type: string revision: description: Reviewed catalog revision. type: integer minimum: -9007199254740991 maximum: 9007199254740991 required: - id - revision type: object additionalProperties: false headers: RecursionOrganizationId: description: Organization id resolved for this request. schema: type: string minLength: 1 RecursionTenantId: description: Tenant id resolved for this request. schema: type: string minLength: 1 securitySchemes: bearerAuth: type: http scheme: bearer description: A Recursion API key, created in the console under API keys. ````