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Azure Log Analytics MCP
概述
安装
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What is Azure Log Analytics MCP Server?
This server acts as a bridge between natural language and Azure Log Analytics. It allows you to ask questions about your application logs in plain English, which are then automatically converted to technical queries (KQL) and executed against your Azure logs.How to use this service?
You can either run it as a command line tool for direct queries or set it up as a server that integrates with large language models. The service requires Azure credentials and an Anthropic API key for the AI translation.Ideal Use Cases
Perfect for developers and operations teams who need to query logs but aren't familiar with KQL, or for building AI assistants that can analyze application logs.Key Features
Natural Language to KQL ConversionUses Claude AI to translate your English questions into proper Kusto Query Language (KQL) for Azure Log Analytics.
Log Analytics IntegrationDirectly executes queries against your Azure Log Analytics workspace and returns formatted results.
CLI and Server ModesCan be used as a standalone command line tool or as an MCP server for integration with other systems.
Pros and Cons
Advantages
No need to learn KQL syntax - ask questions in plain English
Saves time by automating query construction
Flexible integration options with both CLI and server modes
Limitations
Requires Anthropic API key for the AI translation
Dependent on Azure CLI for authentication
AI translation may not always produce perfect queries for complex questions
Getting Started
Install prerequisitesEnsure you have Node.js 18+, Azure CLI configured, and an Azure subscription with Log Analytics workspace.
Clone and installDownload the repository and install dependencies.
Configure environmentSet up your Anthropic API key and Azure credentials.
Run the serviceStart either in CLI mode for direct queries or server mode for integrations.
Example Scenarios
Finding Recent ErrorsIdentify all error-level logs from the past hour
Performance AnalysisFind the slowest API endpoints
Usage PatternsUnderstand traffic patterns over time
Frequently Asked Questions
1
Do I need to know KQL to use this?No, that's the main benefit! The service translates your natural language questions into KQL automatically.
2
How accurate is the query translation?The AI translation is generally good for common queries but may need refinement for complex scenarios. You can always modify the generated KQL if needed.
3
Can I use this without an Anthropic API key?No, the natural language translation currently requires Claude AI via Anthropic's API.
4
Is my log data sent to Anthropic?Only your query text is sent for translation. The actual log data remains within your Azure environment.
Helpful Resources
Azure Log Analytics DocumentationOfficial documentation for Azure Log Analytics
KQL Quick ReferenceKusto Query Language reference guide
Anthropic API DocumentationReference for the Claude AI API used by this service
GitHub RepositorySource code and issue tracker
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