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Explorer/MCP/swesmith-repos/azure-ai-foundry__mcp-foundry.8902e5c9
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Azure AI Foundry MCP Server

swesmith-repos/azure-ai-foundry__mcp-foundry.8902e5c9

Enables interaction with Azure AI Foundry services for model exploration, deployment, and performance evaluation. It provides tools for managing knowledge bases via AI Search Service, executing fine-tuning jobs, and orchestrating AI agents through natural language.

↗swesmith-repos/azure-ai-foundry__mcp-foundry.8902e5c9External link; availability not verifiedLicenseMIT LicenseRemote-capable
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Hasn't been around long. Nothing caught our attention, but there isn't much history to go on yet.
Time indexed (5mo)
0toolsRemote/ HTTP5moindexed
Checked Apr 18, 2026
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First indexed Apr 18, 2026
Server Profile
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Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
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Not listed on the Official MCP Registry.
Source repository is available for review.
↗swesmith-repos/azure-ai-foundry__mcp-foundry.8902e5c9External link; availability not verified
Environment variables (14)
At least one of these required
AZURE_TENANT_ID · AZURE_CLIENT_ID · AZURE_CLIENT_SECRET
At least one of these required
AZURE_AI_SEARCH_API_KEY
GITHUB_TOKENstringOPTIONAL
GitHub token for testing models for free with rate limits.
EVAL_DATA_DIRstringREQUIRED
Path to the JSONL evaluation dataset.
AZURE_CLIENT_IDstringOPTIONAL
The ID of your Service Principal (app registration). Required when using service-principal.
AZURE_TENANT_IDstringOPTIONAL
The ID of your Azure Active Directory tenant. Required when using service-principal.
AZURE_CLIENT_SECRETstringOPTIONAL
The secret credential for the Service Principal. Required when using service-principal.
Show all 14 environment variables
AZURE_OPENAI_API_KEYstringOPTIONAL
API key for Azure OpenAI. Required for text quality evaluators.
AZURE_OPENAI_ENDPOINTstringOPTIONAL
Endpoint for Azure OpenAI. Required for text quality evaluators.
AZURE_AI_SEARCH_API_KEYstringOPTIONAL
The API key for your Azure AI Search service. Required when using api-search-key.
AZURE_OPENAI_DEPLOYMENTstringOPTIONAL
Deployment name (e.g., gpt-4o). Required for text quality evaluators.
AZURE_AI_SEARCH_ENDPOINTstringREQUIRED
The endpoint URL for your Azure AI Search service. It should look like this: https://<your-search-service-name>.search.windows.net/.
AZURE_OPENAI_API_VERSIONstringOPTIONAL
Version of the OpenAI API. Required for text quality evaluators.
AZURE_AI_PROJECT_ENDPOINTstringOPTIONAL
Used for Azure AI Agent querying and evaluation.
AZURE_AI_SEARCH_API_VERSIONstringOPTIONALdefault: 2025-03-01-preview
API Version to use. Defaults to 2025-03-01-preview.
SEARCH_AUTHENTICATION_METHODstringREQUIRED
Authentication method to use: service-principal or api-search-key.

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