Azure AI Agent Service + Azure AI Search MCP Server

Name: Azure AI Agent Service + Azure AI Search MCP Server
Author: pekotidev

@pekotidev

代码仓库

关于 Azure AI Agent Service + Azure AI Search MCP Server

暂无概览

#mcp-server #azure-ai #search

基本信息

分类

AI 与智能体

许可证

NOASSERTION

运行时

python

传输方式

stdio

发布者

pekotidev

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mcp-server-pekotidev": {
      "command": "uv",
      "args": [
        "venv"
      ]
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Azure AI Agent Service + Azure AI Search MCP Server?

A Model Context Protocol server that enables Claude Desktop to search content using Azure AI services. It offers two implementations: Azure AI Agent Service (with document search and web search) or direct Azure AI Search integration. Designed for users who need AI-enhanced search over private documents and the public web through Claude Desktop.

How to use Azure AI Agent Service + Azure AI Search MCP Server?

Install Python 3.10+, set up a virtual environment with uv, install dependencies, create a .env file with Azure credentials, and configure Claude Desktop's mcpServers JSON with the appropriate script path and environment variables for your chosen implementation.

Key features of Azure AI Agent Service + Azure AI Search MCP Server

AI-enhanced search using Azure AI Agent Service
Search both private documents and the public web
Web search results include source citations
Choose between Agent Service or direct Azure AI Search integration
Seamless access through Claude Desktop's interface
Customizable via decorators and tool instructions

Use cases of Azure AI Agent Service + Azure AI Search MCP Server

Search indexed documents with AI-enhanced results via Claude Desktop
Perform web searches with source citations using Bing grounding
Run keyword, vector, or hybrid searches on Azure AI Search indexes
Extend search behavior by adding custom tools or modifying instructions

FAQ from Azure AI Agent Service + Azure AI Search MCP Server

What are the requirements?

Python 3.10+, latest Claude Desktop, an Azure AI Search service with an indexed dataset, and (for Agent Service) an Azure AI Project with Azure AI Search and Bing connections. Supported on Windows and macOS.

How do I troubleshoot if the server does not appear in Claude Desktop?

Check Claude Desktop logs at %APPDATA%\Claude\logs\mcp*.log (Windows), verify file paths and environment variables in the configuration, and test running the server directly with python azure_ai_agent_service_server.py.

Which implementation should I choose?

Azure AI Agent Service is recommended. It provides both document search (via Azure AI Search tool) and web search (via Bing grounding). Direct Azure AI Search is also available for keyword, vector, or hybrid search without the Agent Service.

How can I customize the server?

Modify tool instructions to change query processing, add new tools using the @mcp.tool() decorator, customize response formatting, or adjust web search parameters to focus on specific domains.

Where does my data live?

All data stays within your Azure resources (Azure AI Search index, Azure AI Project, Bing connection). The MCP server runs locally on your machine and communicates directly with your Azure services.

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