aspire

What this skill does

# Aspire — Polyglot Distributed-App Orchestration

Aspire is a **code-first, polyglot toolchain** for building observable, production-ready distributed applications. It orchestrates containers, executables, and cloud resources from a single AppHost project — regardless of whether the workloads are C#, Python, JavaScript/TypeScript, Go, Java, Rust, Bun, Deno, or PowerShell.

> **Mental model:** The AppHost is a *conductor* — it doesn't play the instruments, it tells every service when to start, how to find each other, and watches for problems.

Detailed reference material lives in the `references/` folder — load on demand.

---

## References

| Reference | When to load |
|---|---|
| [CLI Reference](references/cli-reference.md) | Command flags, options, or detailed usage |
| [MCP Server](references/mcp-server.md) | Setting up MCP for AI assistants, available tools |
| [Integrations Catalog](references/integrations-catalog.md) | Discovering integrations via MCP tools, wiring patterns |
| [Polyglot APIs](references/polyglot-apis.md) | Method signatures, chaining options, language-specific patterns |
| [Architecture](references/architecture.md) | DCP internals, resource model, service discovery, networking, telemetry |
| [Dashboard](references/dashboard.md) | Dashboard features, standalone mode, GenAI Visualizer |
| [Deployment](references/deployment.md) | Docker, Kubernetes, Azure Container Apps, App Service |
| [Testing](references/testing.md) | Integration tests against the AppHost |
| [Troubleshooting](references/troubleshooting.md) | Diagnostic codes, common errors, and fixes |

---

## 1. Researching Aspire Documentation

The Aspire team ships an **MCP server** that provides documentation tools directly inside your AI assistant. See [MCP Server](references/mcp-server.md) for setup details.

### Aspire CLI 13.2+ (recommended — has built-in docs search)

If running Aspire CLI **13.2 or later** (`aspire --version`), the MCP server includes docs search tools:

| Tool | Description |
|---|---|
| `list_docs` | Lists all available documentation from aspire.dev |
| `search_docs` | Performs weighted lexical search across indexed documentation |
| `get_doc` | Retrieves a specific document by its slug |

These tools were added in [PR #14028](https://github.com/dotnet/aspire/pull/14028). To update: `aspire update --self --channel daily`.

For more on this approach, see David Pine's post: https://davidpine.dev/posts/aspire-docs-mcp-tools/

### Aspire CLI 13.1 (integration tools only)

On 13.1, the MCP server provides integration lookup but **not** docs search:

| Tool | Description |
|---|---|
| `list_integrations` | Lists available Aspire hosting integrations |
| `get_integration_docs` | Gets documentation for a specific integration package |

For general docs queries on 13.1, use **Context7** as your primary source (see below).

### Fallback: Context7

Use **Context7** (`mcp_context7`) when the Aspire MCP docs tools are unavailable (13.1) or the MCP server isn't running:

**Step 1 — Resolve the library ID** (one-time per session):

Call `mcp_context7_resolve-library-id` with `libraryName: ".NET Aspire"`.

| Rank | Library ID | Use when |
|---|---|---|
| 1 | `/microsoft/aspire.dev` | Primary source. Guides, integrations, CLI reference, deployment. |
| 2 | `/dotnet/aspire` | API internals, source-level implementation details. |
| 3 | `/communitytoolkit/aspire` | Non-Microsoft polyglot integrations (Go, Java, Node.js, Ollama). |

**Step 2 — Query docs:**

```
libraryId: "/microsoft/aspire.dev", query: "Python integration AddPythonApp service discovery"
libraryId: "/communitytoolkit/aspire", query: "Golang Java Node.js community integrations"
```

### Fallback: GitHub search (when Context7 is also unavailable)

Search the official docs repo on GitHub:
- **Docs repo:** `microsoft/aspire.dev` — path: `src/frontend/src/content/docs/`
- **Source repo:** `dotnet/aspire`
- **Samples repo:** `dotnet/aspire-samples`
- **Community integrations:** `CommunityToolkit/Aspire`

---

## 2. Prerequisites & Install

| Requirement | Details |
|---|---|
| **.NET SDK** | 10.0+ (required even for non-.NET workloads — the AppHost is .NET) |
| **Container runtime** | Docker Desktop, Podman, or Rancher Desktop |
| **IDE (optional)** | VS Code + C# Dev Kit, Visual Studio 2022, JetBrains Rider |

```bash
# Linux / macOS
curl -sSL https://aspire.dev/install.sh | bash

# Windows PowerShell
irm https://aspire.dev/install.ps1 | iex

# Verify
aspire --version

# Install templates
dotnet new install Aspire.ProjectTemplates
```

---

## 3. Project Templates

| Template | Command | Description |
|---|---|---|
| **aspire-starter** | `aspire new aspire-starter` | ASP.NET Core/Blazor starter + AppHost + tests |
| **aspire-ts-cs-starter** | `aspire new aspire-ts-cs-starter` | ASP.NET Core/React starter + AppHost |
| **aspire-py-starter** | `aspire new aspire-py-starter` | FastAPI/React starter + AppHost |
| **aspire-apphost-singlefile** | `aspire new aspire-apphost-singlefile` | Empty single-file AppHost |

---

## 4. AppHost Quick Start (Polyglot)

The AppHost orchestrates all services. Non-.NET workloads run as containers or executables.

```csharp
var builder = DistributedApplication.CreateBuilder(args);

// Infrastructure
var redis = builder.AddRedis("cache");
var postgres = builder.AddPostgres("pg").AddDatabase("catalog");

// .NET API
var api = builder.AddProject<Projects.CatalogApi>("api")
    .WithReference(postgres).WithReference(redis);

// Python ML service
var ml = builder.AddPythonApp("ml-service", "../ml-service", "main.py")
    .WithHttpEndpoint(targetPort: 8000).WithReference(redis);

// React frontend (Vite)
var web = builder.AddViteApp("web", "../frontend")
    .WithHttpEndpoint(targetPort: 5173).WithReference(api);

// Go worker
var worker = builder.AddGolangApp("worker", "../go-worker")
    .WithReference(redis);

builder.Build().Run();
```

For complete API signatures, see [Polyglot APIs](references/polyglot-apis.md).

---

## 5. Core Concepts (Summary)

| Concept | Key point |
|---|---|
| **Run vs Publish** | `aspire run` = local dev (DCP engine). `aspire publish` = generate deployment manifests. |
| **Service discovery** | Automatic via env vars: `ConnectionStrings__<name>`, `services__<name>__http__0` |
| **Resource lifecycle** | DAG ordering — dependencies start first. `.WaitFor()` gates on health checks. |
| **Resource types** | `ProjectResource`, `ContainerResource`, `ExecutableResource`, `ParameterResource` |
| **Integrations** | 144+ across 13 categories. Hosting package (AppHost) + Client package (service). |
| **Dashboard** | Real-time logs, traces, metrics, GenAI visualizer. Runs automatically with `aspire run`. |
| **MCP Server** | AI assistants can query running apps and search docs via CLI (STDIO). |
| **Testing** | `Aspire.Hosting.Testing` — spin up full AppHost in xUnit/MSTest/NUnit. |
| **Deployment** | Docker, Kubernetes, Azure Container Apps, Azure App Service. |

---

## 6. CLI Quick Reference

Valid commands in Aspire CLI 13.1:

| Command | Description | Status |
|---|---|---|
| `aspire new <template>` | Create from template | Stable |
| `aspire init` | Initialize in existing project | Stable |
| `aspire run` | Start all resources locally | Stable |
| `aspire add <integration>` | Add an integration | Stable |
| `aspire publish` | Generate deployment manifests | Preview |
| `aspire config` | Manage configuration settings | Stable |
| `aspire cache` | Manage disk cache | Stable |
| `aspire deploy` | Deploy to defined targets | Preview |
| `aspire do <step>` | Execute a pipeline step | Preview |
| `aspire update` | Update integrations (or `--self` for CLI) | Preview |
| `aspire mcp init` | Configure MCP for AI assistants | Stable |
| `aspire mcp start` | Start the MCP server | Stable |

Full command reference with flags: [CLI Reference](references/cli-reference.md).

---

## 7. Common Patterns

### Adding a new service

1. Create your service directory (any l