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frenoid

YuniKorn MCP Server

by frenoid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
TLS_INSECURENoDisable HTTPS certificate verification (true/false)false
YUNIKORN_BASE_URLNoBase URL of the YuniKorn REST APIhttp://localhost:9089/ws/v1/

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_partitionsA

Retrieves general information and statistics for all partitions in the cluster. Useful for seeing total cluster capacity, used capacity, and node counts. IMPORTANT: resource values (memory, cpu) are returned as raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

get_partition_queuesA

Fetches the full queue hierarchy for a specific partition. Includes maxResource, guaranteedResource, and pendingResource for each queue. IMPORTANT: resource values are raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

get_applications_by_stateA

Retrieves applications filtered by their current lifecycle state (active, rejected, or completed). Active is a virtual state representing New, Accepted, Running, Completing, or Failing apps. When state is 'active', you can optionally set status to new, accepted, running, completing, or failing (case-insensitive) to narrow results. Defaults to running if not specified. IMPORTANT: resource values are raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

inspect_applicationA

Provides detailed metadata for a single application, including its allocation log and resource requests. Both uuid (deprecated) and allocationID fields may appear in allocations; allocationID contains the same base value as uuid plus a hyphen-counter suffix (e.g., -0, -1). Use allocationID to identify specific task allocations. IMPORTANT: resource values are raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

get_node_detailsA

Fetches all nodes or a specific node managed by YuniKorn, including capacity and utilization percentages. IMPORTANT: resource values are raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

get_user_usageA

Retrieves resource usage and quota information for all users or a specific user. IMPORTANT: resource values are raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

check_scheduler_healthA

Returns the health status of the scheduler, checking for critical logs and negative resource values. IMPORTANT: resource values are raw integers (bytes for memory, millicores for CPU). Convert these to human-readable formats (e.g., GiB or Cores) before presenting to the user.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription
partitions_listCurrent cluster partitions and their status.
nodes_utilizationCluster-wide node utilization distribution across buckets.

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