Is Inference AIops free?

Yes, Inference AIops is free to use.

How do I install Inference AIops?

Inference AIops is a local plugin. Install it using PyPI package: inference-aiops and add the generated configuration snippet to your AI app's MCP config file. Then restart your AI app.

Is Inference AIops safe to use?

Inference AIops was flagged by MCP Marketplace's security scan, scoring 4.2/10 (high risk). It has 2 high or critical findings to review. Review the security report on this page carefully before installing it.

What credentials does Inference AIops need?

Inference AIops requires the following credentials or environment variables: INFERENCE_AIOPS_MASTER_PASSWORD. You can find setup instructions on the server detail page.

What AI apps work with Inference AIops?

Inference AIops uses the Model Context Protocol (MCP) and works with any MCP-compatible AI app, including Claude, ChatGPT / Codex, Gemini, Copilot, Cursor, and more.

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Inference AIops MCP Server

by AIops Tools

AI & MLUse Caution4.2MCP RegistryLocal

Free

Server data from the Official MCP Registry

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 30 tools.

About

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 30 tools.

Security Report

4.2

Use Caution4.2High Risk

This is a well-architected governance harness for GPU inference clusters with strong audit, policy, and budget controls. The codebase demonstrates thoughtful security design including credential redaction, fail-safe defaults, and extensive logging. However, several medium-severity issues warrant attention: the pattern engine has incomplete validation logic (truncated file), environment variable-based credential handling lacks encryption at rest, and some error handling could be more robust. Permissions align well with the server's stated purpose. Supply chain analysis found 5 known vulnerabilities in dependencies (0 critical, 2 high severity). Package verification found 1 issue.

5 files analyzed · 14 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

File System Read

Reads files on your machine. Normal for tools that analyze or process local data.

File System Write

Writes or modifies files on your machine. Check that this is expected for the tool.

HTTP Network Access

Connects to external APIs or services over the internet.

env_vars

Check that this permission is expected for this type of plugin.

What You'll Need

Set these up before or after installing:

INFERENCE_AIOPS_MASTER_PASSWORDRequired

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-aiops-tools-inference-aiops": {
      "env": {
        "INFERENCE_AIOPS_MASTER_PASSWORD": "your-inference-aiops-master-password-here"
      },
      "args": [
        "inference-aiops"
      ],
      "command": "uvx"
    }
  }
}

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Inference AIops MCP Server

About

Security Report

Findings (14)Action required

Permissions Required

What You'll Need

How to Install

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