Azure AI Language
A cloud-based NLP service provided by Microsoft Azure. It supports language detection, named entity recognition, PII detection, entity linking, and other natural language processing capabilities, and can be integrated into agents in the form of an MCP Server.
Timeline (last 90 days)
Azure AI Language can serve as an MCP Server, invoked through the Tool mechanism of Microsoft Foundry Agent, providing NLP capabilities such as language detection, entity extraction, and PII identification.
Using the Azure AI Language + Foundry Agent solution requires assigning the Foundry User role to both the Language resource and the Foundry resource, otherwise the button will be locked when creating an Agent in the Foundry portal.
Azure AI Language's MCP Server is not available in all Azure regions, and trying it in the South India region reports the error 'region not supported'.
After the author rebuilt all resources in the East US region (Foundry resource, Language resource, model deployment, and role assignments), the MCP link worked properly.
The Language resource can be created and call the REST API normally in the South India region, but its MCP endpoint does not exist, and the problem is only exposed when the Agent tries to enumerate tools.
After the test text 'Satya Nadella is the CEO of Microsoft.' is processed by Azure AI Language's extract named entities tool, it returns Satya Nadella (Person), CEO (Job Title), and Microsoft (Organization).
The current regional coverage of Azure AI Language's MCP tools is relatively narrow, and it is recommended to start in verified supported regions such as East US.
All Facts (7)
The current regional coverage of Azure AI Language's MCP tools is relatively narrow, and it is recommended to start in verified supported regions such as East US.
50%UnverifiedUsing the Azure AI Language + Foundry Agent solution requires assigning the Foundry User role to both the Language resource and the Foundry resource, otherwise the button will be locked when creating an Agent in the Foundry portal.
50%UnverifiedAzure AI Language's MCP Server is not available in all Azure regions, and trying it in the South India region reports the error 'region not supported'.
50%UnverifiedAzure AI Language can serve as an MCP Server, invoked through the Tool mechanism of Microsoft Foundry Agent, providing NLP capabilities such as language detection, entity extraction, and PII identification.
50%UnverifiedThe Language resource can be created and call the REST API normally in the South India region, but its MCP endpoint does not exist, and the problem is only exposed when the Agent tries to enumerate tools.
50%UnverifiedAfter the test text 'Satya Nadella is the CEO of Microsoft.' is processed by Azure AI Language's extract named entities tool, it returns Satya Nadella (Person), CEO (Job Title), and Microsoft (Organization).
50%UnverifiedAfter the author rebuilt all resources in the East US region (Foundry resource, Language resource, model deployment, and role assignments), the MCP link worked properly.
50%