{
"mcpServers": {
"ag-ui-multiple-mcp-servers-azure-foundry": {
"command": "<see-readme>",
"args": []
}
}
}No install config available. Check the server's README for setup instructions.
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Last commit 48 days ago.
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Transport: stdio. Works with Claude Desktop, Cursor, Claude Code, and most MCP clients.
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MCP Server for GCP environment for interacting with various Observability APIs.
MCP Server for kubernetes management commands
Model Context Protocol (MCP) server for Kubernetes and OpenShift
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
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A demo application showcasing the AG-UI (Agent-User Interface) protocol with CopilotKit — featuring a .NET 9 backend and Next.js frontend with 4 AI agent scenarios powered by Azure OpenAI.
This is NOT 4 separate servers. It is a single .NET backend exposing 4 AG-UI endpoints, consumed by a single Next.js frontend through CopilotKit.
User (Browser)
|
v
┌─────────────────────────────────────────────────────────┐
│ Next.js Frontend (port 3000) │
│ │
│ ┌───────────────────────────────────────────────────┐ │
│ │ React Pages │ │
│ │ /time-tracker → <CopilotKit agent="time_tracker">│
│ │ /calendar → <CopilotKit agent="calendar"> │
│ │ /knowledge-base → <CopilotKit agent="knowledge_base">│
│ │ /security-issues → <CopilotKit agent="security_issues">│
│ │ │ │
│ │ Each page wraps <CopilotChat> for the chat UI │ │
│ └───────────────────────┬───────────────────────────┘ │
│ │ │
│ ┌───────────────────────▼───────────────────────────┐ │
│ │ API Route: /api/copilotkit │ │
│ │ CopilotRuntime + ExperimentalEmptyAdapter │ │
│ │ Routes to 4 HttpAgent instances (from @ag-ui/client)│
│ └───────────────────────┬───────────────────────────┘ │
└──────────────────────────┼──────────────────────────────┘
│
HTTP POST + SSE Response
(AG-UI Protocol over SSE)
│
┌──────────────────────────▼──────────────────────────────┐
│ .NET 9 Backend (port 5018) │
│ │
│ ┌───────────────────────────────────────────────────┐ │
│ │ ASP.NET Core Pipeline │ │
│ │ builder.Services.AddAGUI() │ │
│ │ app.MapAGUI("/time_tracker", agent) │ │
│ │ app.MapAGUI("/calendar", agent) │ │
│ │ app.MapAGUI("/knowledge_base", agent) │ │
│ │ app.MapAGUI("/security_issues", agent) │ │
│ └───────────────────────┬───────────────────────────┘ │
│ │ │
│ ┌───────────────────────▼───────────────────────────┐ │
│ │ ChatClientAgent (per endpoint) │ │
│ │ - System prompt (Instructions) │ │
│ │ - Domain tools (AIFunctionFactory.Create) │ │
│ │ - Source-gen JSON (McpAguiSerializerContext) │ │
│ └───────────────────────┬───────────────────────────┘ │
│ │ │
│ ┌───────────────────────▼───────────────────────────┐ │
│ │ Azure OpenAI (GPT-4.1-mini) │ │
│ │ - Receives user message + tool definitions │ │
│ │ - Returns tool calls or text completions │ │
│ └───────────────────────────────────────────────────┘ │
│ │
│ ┌───────────────────────────────────────────────────┐ │
│ │ In-Memory Data Stores (Singletons) │ │
│ │ TimeEntryStore → 30 days of seed entries │ │
│ │ CalendarStore → Recurring + scattered events │ │
│ │ KnowledgeArticleStore → 21 seeded articles │ │
│ │ SecurityIssueStore → 24 seeded issues │ │
│ └───────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────┘
AG-UI (Agent-User Interface) is an event-driven protocol that standardizes how AI agents communicate with frontends. It uses Server-Sent Events (SSE) over HTTP as the transpor