• STATUS
  • METRICS
  • LISTING
  • HUMAN

How to check Anyscale job status with your AI

Connect Anyscale to your AI client to monitor training progress and job metrics through natural language.

Ask AI about this page

Short answer

How can I see my Anyscale job status using AI?

Your AI uses the list_jobs tool to pull a list of your current and past jobs from Anyscale. You can then ask for specific details on execution status or performance metrics for any job it finds. This gives you a direct line into your training workloads without opening the Anyscale dashboard.

Job monitoring outcomes.

What you get from your AI.

The AI acts as a bridge between your chat interface and your Anyscale account.

STATUS

Real-time job tracking

The AI pulls the current state of your training runs. You'll know exactly which jobs are running, failed, or finished.

METRICS

Performance insights

Your agent retrieves execution metrics from your jobs. You can ask about specific data points to see how your training is progressing.

LISTING

Complete job history

The AI scans your account to find specific background tasks. It organizes your job history so you can find what you need quickly.

HUMAN

Manual intervention

The AI only reads job data. You still need to log into Anyscale if you want to manually stop a job or change your cluster configuration.

The workflow

What your AI does when you ask about jobs.

The AI acts as a bridge between your chat interface and your Anyscale account.

  1. Scan for jobs

    The AI looks through your Anyscale account to find all active and completed training or batch jobs.

    list_jobs

  2. Identify specific runs

    Once the list is retrieved, the AI identifies the specific job you're asking about based on your description.

    list_jobs

  3. Extract status data

    The agent pulls the current execution state to tell you if a job is still running or if it hit an error.

    list_jobs

  4. Report metrics

    The AI summarizes the job's performance data so you can see how the workload is behaving.

    list_jobs

Try it

Copy these to start.

Use these prompts to interact with your Anyscale data.

Starting points

These are basic ways to start. Swap out the job names or IDs with your actual Anyscale identifiers.

Anyscale Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_TYJFZRqD4R2R9l7bu7Vxd494Pf6ounExJTsky8LF/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Anyscale capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "anyscale-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TYJFZRqD4R2R9l7bu7Vxd494Pf6ounExJTsky8LF/mcp"
    }
  }
}
Copy into chat04

  • List all my current Anyscale jobs.

  • What is the status of my training job named 'llama-fine-tune-v1'?

  • Show me the metrics for the last batch job I ran.

  • Did my most recent Anyscale job finish successfully?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Anyscale once, then ask.

Just link your account once. Your credentials stay encrypted and secure on our end, and you can immediately start asking questions in your preferred AI client.

Connect Anyscale to your AI

FAQ

How the Anyscale connector behaves

  • 01

    Can the AI stop a running job?

    No. The current tools only allow the AI to list and read job data. You must use the Anyscale dashboard to terminate or modify jobs.

  • 02

    Can I change my cluster settings through the AI?

    No. The AI can only retrieve information about existing jobs. It cannot change your infrastructure or cluster configurations.

  • 03

    Does the AI see all my Anyscale data?

    The AI only sees the job information provided by the list_jobs tool. It doesn't have access to your entire account or other private data.

  • 04

    Can I ask for specific metrics like GPU usage?

    Yes, if those metrics are included in the job data returned by Anyscale, your AI can read and report them to you.

  • 05

    Will the AI delete any of my training logs?

    No. The AI is strictly a read-only interface for job status and metrics. It cannot delete jobs or logs.

  • More questions about Anyscale? The Connector page answers them. See everything the Anyscale Connector can do

Connect Anyscale to Claude, Cursor, ChatGPT & more