Aspire
Aspire是一款code方向的AI技能,核心价值是Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment,可用于解决开发者在code领域的实际问题,帮助用户提升效率、自动化重复任务或优化工作流。
Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Us
mkdir -p ./skills/aspire && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/aspire/SKILL.md -o ./skills/aspire/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# 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:** `
🎯 Best For
- Claude users
- GitHub Copilot users
- Software engineers
- Development teams
- Tech leads
💡 Use Cases
- Code quality improvement
- Best practice enforcement
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude or GitHub Copilot and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply Aspire to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Is Aspire compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for Aspire?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install Aspire?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/aspire/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.