Files
wehub-resource-sync db620d33df
dotnet-build-and-test / dotnet-test-functions (push) Has been cancelled
dotnet-build-and-test / paths-filter (push) Has been cancelled
dotnet-build-and-test / dotnet-build (Debug, windows-latest, net9.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build (Release, ubuntu-latest, net10.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build (Release, ubuntu-latest, net8.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-build (Release, windows-latest, net472) (push) Has been cancelled
dotnet-build-and-test / dotnet-test (Release, integration, true, ubuntu-latest, net10.0) (push) Has been cancelled
dotnet-build-and-test / dotnet-test (Release, integration, true, windows-latest, net472) (push) Has been cancelled
dotnet-build-and-test / dotnet-foundry-hosted-it (push) Has been cancelled
dotnet-build-and-test / dotnet-build-and-test-check (push) Has been cancelled
dotnet-build-and-test / Integration Test Report (push) Has been cancelled
CodeQL / Analyze (csharp) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
chore: import upstream snapshot with attribution
2026-07-13 13:39:25 +08:00
..

MCP-Based Agent Skills Sample

This sample demonstrates how to discover Agent Skills served over MCP with a ChatClientAgent.

What it demonstrates

  • Hosting a small MCP server (in this same executable, launched with --server) that exposes skill resources following the SEP-2640 convention.
  • Connecting an McpClient to the embedded server via stdio transport.
  • Building an AgentSkillsProvider via UseMcpSkills(client), which reads skill://index.json (SEP-2640 canonical discovery) and constructs skills from the index entries.
  • The progressive disclosure pattern across MCP: advertise → load → read resources, exactly as for filesystem-backed skills.

Running the Sample

Prerequisites

  • .NET 10.0 SDK
  • Azure OpenAI endpoint with a deployed model

Setup

$env:AZURE_OPENAI_ENDPOINT="https://your-endpoint.openai.azure.com/"
$env:AZURE_OPENAI_DEPLOYMENT_NAME="gpt-5.4-mini"

Run

dotnet run

Security Considerations

Discovering skills over MCP means an external MCP server controls what skill content (including instructions and, for archive-type entries, extracted files) reaches the agent. A compromised or untrustworthy server could return adversarial content designed to manipulate the agent (indirect prompt injection) or to exfiltrate data through skill instructions/scripts. Only connect UseMcpSkills to MCP servers you have vetted and trust, and keep the conservative archive size/file-count limits in AgentMcpSkillsSourceOptions unless you have a specific reason to raise them.