Alibaba Cloud Observability

What it does

Connects AI models to Alibaba Cloud's observability stack, providing structured data access to Log Service (SLS) and Cloud Monitor (CMS). It allows agents to analyze logs, monitor system health, and perform trend analysis directly through the Model Context Protocol.

Tools

• sls_text_to_sql: Converts natural language to SQL for Log Service queries.
• sls_text_to_spl: Converts natural language to Standard Process Language (SPL).
• sls_sop: Intelligent operation and maintenance assistant for SLS.
• cms_natural_language_query: Natural language querying for cloud monitoring data.
• cms_* tools: Various tools for accessing Cloud Monitor 2.0 metrics and alarms.

Installation

{
  "mcpServers": {
    "alibaba_cloud_observability": {
      "command": "./bin/alibabacloud-observability-mcp-server",
      "args": ["start", "--stdio"],
      "env": {
        "ALIBABA_CLOUD_ACCESS_KEY_ID": "<your_access_key_id>",
        "ALIBABA_CLOUD_ACCESS_KEY_SECRET": "<your_access_key_secret>"
      }
    }
  }
}

Supported hosts

• Cursor
• Windsurf
• Claude Desktop