pradeepiyer/ray-mcp
3.4
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Ray MCP Server is a Model Context Protocol server designed for Ray distributed computing, enabling LLM agents to manage Ray clusters, submit jobs, and monitor workloads programmatically.
Tools
Functions exposed to the LLM to take actions
init_ray
Initialize or connect to Ray cluster
stop_ray
Stop Ray cluster
inspect_ray
Get cluster status and metrics
submit_job
Submit jobs to the cluster
list_jobs
List all jobs
inspect_job
Inspect specific job with logs/debug info
cancel_job
Cancel running jobs
retrieve_logs
Get logs with error analysis
retrieve_logs_paginated
Get logs with pagination support
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client