Azure AI Agent Service + Azure AI Search MCP 服务器

Name: Azure AI Agent Service + Azure AI Search MCP 服务器
Author: farzad528

farzad528

开始使用源码仓库

Model Context Protocol Servers for Azure AI Search

接入配置

选择客户端，复制配置，再按项目文档补齐环境变量。

一键添加到 Cursor 一键添加到 VS Code

claude mcp add azure-ai-agent-service-azure-ai-search --env PROJECT_CONNECTION_STRING='<PROJECT_CONNECTION_STRING>' --env MODEL_DEPLOYMENT_NAME='<MODEL_DEPLOYMENT_NAME>' --env AI_SEARCH_CONNECTION_NAME='<AI_SEARCH_CONNECTION_NAME>' --env BING_CONNECTION_NAME='<BING_CONNECTION_NAME>' --env AI_SEARCH_INDEX_NAME='<AI_SEARCH_INDEX_NAME>' --env AZURE_SEARCH_API_KEY='<AZURE_SEARCH_API_KEY>' --env AZURE_SEARCH_INDEX_NAME='<AZURE_SEARCH_INDEX_NAME>' --env AZURE_SEARCH_SERVICE_ENDPOINT='<AZURE_SEARCH_SERVICE_ENDPOINT>' -- python azure_ai_agent_service_server.py

~/.codex/config.toml

[mcp_servers.azure-ai-agent-service-azure-ai-search]
command = "python"
args = ["azure_ai_agent_service_server.py"]
env = { PROJECT_CONNECTION_STRING = "<PROJECT_CONNECTION_STRING>", MODEL_DEPLOYMENT_NAME = "<MODEL_DEPLOYMENT_NAME>", AI_SEARCH_CONNECTION_NAME = "<AI_SEARCH_CONNECTION_NAME>", BING_CONNECTION_NAME = "<BING_CONNECTION_NAME>", AI_SEARCH_INDEX_NAME = "<AI_SEARCH_INDEX_NAME>", AZURE_SEARCH_API_KEY = "<AZURE_SEARCH_API_KEY>", AZURE_SEARCH_INDEX_NAME = "<AZURE_SEARCH_INDEX_NAME>", AZURE_SEARCH_SERVICE_ENDPOINT = "<AZURE_SEARCH_SERVICE_ENDPOINT>" }

# codex mcp add azure-ai-agent-service-azure-ai-search --env PROJECT_CONNECTION_STRING='<PROJECT_CONNECTION_STRING>' --env MODEL_DEPLOYMENT_NAME='<MODEL_DEPLOYMENT_NAME>' --env AI_SEARCH_CONNECTION_NAME='<AI_SEARCH_CONNECTION_NAME>' --env BING_CONNECTION_NAME='<BING_CONNECTION_NAME>' --env AI_SEARCH_INDEX_NAME='<AI_SEARCH_INDEX_NAME>' --env AZURE_SEARCH_API_KEY='<AZURE_SEARCH_API_KEY>' --env AZURE_SEARCH_INDEX_NAME='<AZURE_SEARCH_INDEX_NAME>' --env AZURE_SEARCH_SERVICE_ENDPOINT='<AZURE_SEARCH_SERVICE_ENDPOINT>' -- python azure_ai_agent_service_server.py

~/.cursor/mcp.json

{
  "mcpServers": {
    "azure-ai-agent-service-azure-ai-search": {
      "command": "python",
      "args": [
        "azure_ai_agent_service_server.py"
      ],
      "env": {
        "PROJECT_CONNECTION_STRING": "<PROJECT_CONNECTION_STRING>",
        "MODEL_DEPLOYMENT_NAME": "<MODEL_DEPLOYMENT_NAME>",
        "AI_SEARCH_CONNECTION_NAME": "<AI_SEARCH_CONNECTION_NAME>",
        "BING_CONNECTION_NAME": "<BING_CONNECTION_NAME>",
        "AI_SEARCH_INDEX_NAME": "<AI_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_API_KEY": "<AZURE_SEARCH_API_KEY>",
        "AZURE_SEARCH_INDEX_NAME": "<AZURE_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_SERVICE_ENDPOINT": "<AZURE_SEARCH_SERVICE_ENDPOINT>"
      }
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "azure-ai-agent-service-azure-ai-search": {
      "type": "stdio",
      "command": "python",
      "args": [
        "azure_ai_agent_service_server.py"
      ],
      "env": {
        "PROJECT_CONNECTION_STRING": "<PROJECT_CONNECTION_STRING>",
        "MODEL_DEPLOYMENT_NAME": "<MODEL_DEPLOYMENT_NAME>",
        "AI_SEARCH_CONNECTION_NAME": "<AI_SEARCH_CONNECTION_NAME>",
        "BING_CONNECTION_NAME": "<BING_CONNECTION_NAME>",
        "AI_SEARCH_INDEX_NAME": "<AI_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_API_KEY": "<AZURE_SEARCH_API_KEY>",
        "AZURE_SEARCH_INDEX_NAME": "<AZURE_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_SERVICE_ENDPOINT": "<AZURE_SEARCH_SERVICE_ENDPOINT>"
      }
    }
  }
}

~/.gemini/settings.json

{
  "mcpServers": {
    "azure-ai-agent-service-azure-ai-search": {
      "command": "python",
      "args": [
        "azure_ai_agent_service_server.py"
      ],
      "env": {
        "PROJECT_CONNECTION_STRING": "<PROJECT_CONNECTION_STRING>",
        "MODEL_DEPLOYMENT_NAME": "<MODEL_DEPLOYMENT_NAME>",
        "AI_SEARCH_CONNECTION_NAME": "<AI_SEARCH_CONNECTION_NAME>",
        "BING_CONNECTION_NAME": "<BING_CONNECTION_NAME>",
        "AI_SEARCH_INDEX_NAME": "<AI_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_API_KEY": "<AZURE_SEARCH_API_KEY>",
        "AZURE_SEARCH_INDEX_NAME": "<AZURE_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_SERVICE_ENDPOINT": "<AZURE_SEARCH_SERVICE_ENDPOINT>"
      }
    }
  }
}

claude_desktop_config.json

{
  "mcpServers": {
    "azure-ai-agent-service-azure-ai-search": {
      "command": "python",
      "args": [
        "azure_ai_agent_service_server.py"
      ],
      "env": {
        "PROJECT_CONNECTION_STRING": "<PROJECT_CONNECTION_STRING>",
        "MODEL_DEPLOYMENT_NAME": "<MODEL_DEPLOYMENT_NAME>",
        "AI_SEARCH_CONNECTION_NAME": "<AI_SEARCH_CONNECTION_NAME>",
        "BING_CONNECTION_NAME": "<BING_CONNECTION_NAME>",
        "AI_SEARCH_INDEX_NAME": "<AI_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_API_KEY": "<AZURE_SEARCH_API_KEY>",
        "AZURE_SEARCH_INDEX_NAME": "<AZURE_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_SERVICE_ENDPOINT": "<AZURE_SEARCH_SERVICE_ENDPOINT>"
      }
    }
  }
}

.trae/mcp.json

{
  "mcpServers": {
    "azure-ai-agent-service-azure-ai-search": {
      "command": "python",
      "args": [
        "azure_ai_agent_service_server.py"
      ],
      "env": {
        "PROJECT_CONNECTION_STRING": "<PROJECT_CONNECTION_STRING>",
        "MODEL_DEPLOYMENT_NAME": "<MODEL_DEPLOYMENT_NAME>",
        "AI_SEARCH_CONNECTION_NAME": "<AI_SEARCH_CONNECTION_NAME>",
        "BING_CONNECTION_NAME": "<BING_CONNECTION_NAME>",
        "AI_SEARCH_INDEX_NAME": "<AI_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_API_KEY": "<AZURE_SEARCH_API_KEY>",
        "AZURE_SEARCH_INDEX_NAME": "<AZURE_SEARCH_INDEX_NAME>",
        "AZURE_SEARCH_SERVICE_ENDPOINT": "<AZURE_SEARCH_SERVICE_ENDPOINT>"
      }
    }
  }
}

需要的环境变量

PROJECT_CONNECTION_STRING
MODEL_DEPLOYMENT_NAME
AI_SEARCH_CONNECTION_NAME
BING_CONNECTION_NAME
AI_SEARCH_INDEX_NAME
AZURE_SEARCH_API_KEY
AZURE_SEARCH_INDEX_NAME
AZURE_SEARCH_SERVICE_ENDPOINT

把占位值换成你自己的密钥；不要把密钥提交到代码仓库。

接入配置

需要的环境变量

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