For Agents
Programmatically create cluster, list clusters. Covers 354 operations with basic, bearer authentication.
Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the Rancher Manager API, or any other public or private API you need. You set the rules, the agent never sees your credentials, and every call is logged.
# On the machine that will host your Jentic One instance:
curl -fsSL https://raw.githubusercontent.com/jentic/jentic-one/main/tools/install.sh | sh# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL https://raw.githubusercontent.com/jentic/jentic-one/main/tools/install.sh | sh
jentic register # connects your agent to your Jentic One instanceJentic One is in public beta. The setup above keeps your agent separate from the instance, which is what you want before using real credentials: an agent running as the same OS user as Jentic One can read its stored keys directly. Just evaluating? A single local install is fine to start. See the secure deployment guide for the tiers.
What an agent can do with Rancher Manager API.
Create Cluster
List Clusters
Get Cluster
Update Cluster
Delete Cluster
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Use for: I need to cluster, I want to clusters, Search for cluster, Find all cluster
Not supported: Does not handle payments, communications, or crm — use for cloud infrastructure only.
Rancher Manager v3 API for managing Kubernetes clusters, projects, workloads, authentication, and infrastructure resources. The API exposes 354 endpoints secured with basic, bearer authentication.
generateKubeconfig action on Cluster
importYaml action on Cluster
Patterns agents use Rancher Manager API for, with concrete tasks.
★ Cloud Infrastructure Operations
Use the Rancher Manager API to perform cloud infrastructure operations programmatically. The API provides 354 endpoints covering core functionality including create cluster, list clusters, get cluster.
Call POST /clusters to create cluster
Automated Clusters Management
Automate clusters operations by combining multiple Rancher Manager API endpoints. Agents can list clusters and then get cluster in a single workflow.
Call GET /clusters to list clusters, then verify the result
AI Agent Integration via Jentic
AI agents discover and call Rancher Manager API endpoints through Jentic without managing credentials directly. An agent searches for the required operation by intent, receives the matching endpoint schema, and executes the call with Jentic-managed authentication. This eliminates the need to read API documentation or handle basic, bearer tokens manually.
Search Jentic for 'create cluster', load the operation schema, and execute with Jentic-managed credentials
354 endpoints — rancher manager v3 api for managing kubernetes clusters, projects, workloads, authentication, and infrastructure resources.
METHOD
PATH
DESCRIPTION
/clusters
Create Cluster
/clusters
List Clusters
/clusters/{id}
Get Cluster
/clusters/{id}
Update Cluster
/clusters/{id}
Delete Cluster
/clusters/{id}?action=generateKubeconfig
generateKubeconfig action on Cluster
/clusters/{id}?action=importYaml
importYaml action on Cluster
/clusters/{id}?action=exportYaml
exportYaml action on Cluster
/clusters
Create Cluster
/clusters
List Clusters
/clusters/{id}
Get Cluster
/clusters/{id}
Update Cluster
/clusters/{id}
Delete Cluster
/clusters/{id}?action=generateKubeconfig
Three things that make agents converge on Jentic-routed access.
Credential isolation
Rancher Manager API basic, bearer credentials are stored encrypted in the Jentic vault (MAXsystem). Agents receive scoped access tokens — raw secrets never enter the agent context.
Intent-based discovery
Agents search by intent (e.g., 'create cluster') and Jentic returns the matching Rancher Manager API operation with its input schema, so the agent can call the right endpoint without browsing docs.
Time to first call
Direct Rancher Manager API integration: 1-3 days for auth handling, response parsing, and error cases. Through Jentic: under 1 hour — search, load schema, execute.
Alternatives and complements available in the Jentic catalogue.
Specific to using Rancher Manager API through Jentic.
What authentication does the Rancher Manager API use?
The Rancher Manager API uses basic, bearer authentication. Through Jentic, these credentials are stored encrypted in the MAXsystem vault and injected at execution time, so raw secrets never enter the agent context.
Can I create cluster with the Rancher Manager API?
Yes. Use the POST /clusters endpoint. The API returns structured JSON responses that agents can parse and act on directly.
What are the rate limits for the Rancher Manager API?
Rate limits are not specified in the OpenAPI spec. Check the vendor documentation for current limits. Through Jentic, rate limiting is handled automatically with retry logic built into the execution layer.
How do I create cluster through Jentic?
Install the Jentic SDK with pip install jentic, authenticate at https://app.jentic.com/sign-up, then search for 'create cluster'. Jentic returns the matching Rancher Manager API operation with its input schema. Load the schema and execute the call — credentials are injected automatically.
How many endpoints does the Rancher Manager API have?
The Rancher Manager API exposes 354 endpoints covering clusters, nodes, projects operations.
generateKubeconfig action on Cluster
/clusters/{id}?action=importYaml
importYaml action on Cluster
/clusters/{id}?action=exportYaml
exportYaml action on Cluster