Skill

azure-ai-foundry-local

Expert knowledge for Azure AI Foundry Local development including troubleshooting, best practices, configuration, and integrations & coding patterns. Use when building, debugging, or optimizing Azure AI Foundry Local applications. Not for Azure Machine Learning (use azure-machine-learning), Azure AI services (use azure-ai-services), Azure AI Vision (use azure-ai-vision), Azure AI Document Intelligence (use azure-document-intelligence).

From azure

Install

Run in your terminal

npx claudepluginhub atc-net/atc-agentic-toolkit

Tool Access

This skill uses the workspace's default tool permissions.

Skill Content

Azure AI Foundry Local Skill

This skill provides expert guidance for Azure AI Foundry Local. Covers troubleshooting, best practices, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: This file may be large. Use the Category Index below to locate relevant sections, then use read_file with specific line ranges (e.g., L136-L144) to read the sections needed for the user's question This skill requires network access to fetch documentation content. Use mcp_microsoftdocs:microsoft_docs_fetch to retrieve full articles.

Fallback: Use the built-in WebFetch tool if the Microsoft Learn MCP server is not available.

Category Index

Category	Lines	Description
Troubleshooting	L32-L36	Troubleshooting setup and runtime issues when installing and running Azure AI Foundry Local specifically on Windows Server 2025.
Best Practices	L37-L41	Best practices for configuring, securing, and operating Foundry Local, plus troubleshooting setup, connectivity, performance, and common runtime or deployment issues.
Configuration	L42-L48	Installing and configuring Foundry Local, compiling Hugging Face models with Olive, and using the Foundry Local CLI commands and options
Integrations & Coding Patterns	L49-L60	Patterns and code samples for calling Foundry Local via REST/SDKs, OpenAI-compatible clients, LangChain, Open WebUI, tool calling, transcription, and the Model Catalog API.

Troubleshooting

Topic	URL
Run Foundry Local on Windows Server 2025	https://learn.microsoft.com/en-us/azure/foundry-local/reference/windows-server-frequently-asked-questions

Best Practices

Topic	URL
Apply best practices and troubleshoot Foundry Local	https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-best-practice

Configuration

Topic	URL
Install and configure Foundry Local on your device	https://learn.microsoft.com/en-us/azure/foundry-local/get-started
Compile Hugging Face models for Foundry Local with Olive	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-compile-hugging-face-models
Use Foundry Local CLI commands and options	https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-cli

Integrations & Coding Patterns

Topic	URL
Create a chat UI using Open WebUI and Foundry Local	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-chat-application-with-open-web-ui
Integrate Foundry Local with OpenAI-compatible SDKs	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-integrate-with-inference-sdks
Transcribe audio using Foundry Local APIs	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-transcribe-audio
Build a LangChain translation app with Foundry Local	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-langchain-with-foundry-local
Use Foundry Local native chat completions API	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-native-chat-completions
Implement tool calling workflows with Foundry Local	https://learn.microsoft.com/en-us/azure/foundry-local/how-to/how-to-use-tool-calling-with-foundry-local
Integrate with Foundry Local Model Catalog API	https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-catalog-api
Invoke Foundry Local via REST API endpoints	https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-rest
Call Foundry Local via SDKs in Python, JS, C#, Rust	https://learn.microsoft.com/en-us/azure/foundry-local/reference/reference-sdk

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Last CommitMar 9, 2026

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