Aspire
GitHubOfficialFirst committed by ChrisMcKee1Distributed by GitHub
- Skill
- Tool integration
- Software development
- MIT
- Medium risk
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
Aspire is a code-first, polyglot orchestration framework designed to simplify the development, debugging, and deployment of distributed applications. It uses an AppHost project to manage the lifecycle of containers, executables, and cloud resources, providing a unified developer experience across various languages including C#, Python, Go, and JavaScript. The framework includes a local Developer Control Plane (DCP) for orchestration, a real-time dashboard for observability, and built-in support for service discovery and infrastructure integrations.
What it does
- Orchestrates multi-service applications via a central AppHost project.
- Provides a local runtime engine (DCP) for managing resource lifecycles.
- Automates service discovery and configuration through environment variable injection.
- Offers a real-time dashboard for monitoring logs, traces, and metrics.
- Supports polyglot workloads including .NET, Python, Go, and Node.js.
- Generates deployment manifests for cloud environments like Kubernetes and Azure.
When to use it
- When building a distributed system that requires local orchestration of multiple services.
- When you need to manage dependencies between containers, databases, and APIs.
- When you want to simplify service discovery and configuration in a polyglot environment.
- When you need to transition from local development to cloud deployment using standardized manifests.
- When you require integrated observability and health checks during the development loop.
Advantages
- Unified developer experience for polyglot distributed systems.
- Code-first approach allows for programmatic infrastructure definition.
- Automatic service discovery reduces manual configuration overhead.
- Integrated dashboard provides immediate visibility into system health and logs.
- Supports standard container runtimes and cloud-native deployment targets.
Usage examples
- “Create a new Aspire project with a starter template.”
- The agent executes 'aspire new aspire-starter' to generate a project structure containing an AppHost, service defaults, and sample services.
- “How do I add a Redis cache to my existing Aspire AppHost?”
- The agent guides you to run 'aspire add redis' and shows how to wire the resource in your AppHost using '.WithReference(redis)'.
- “Run my distributed application locally.”
- The agent triggers 'aspire run', which builds the AppHost, starts the DCP engine, manages resource dependencies, and opens the Aspire dashboard.
- “How can I deploy my Aspire application to Kubernetes?”
- The agent explains the use of 'aspire publish' to generate the necessary deployment manifests for your target environment.
Install
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/github/aspire/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip aspire.zip -d .agents/skills
Documentation by ChrisMcKee1
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 | Command flags, options, or detailed usage |
| MCP Server | Setting up MCP for AI assistants, available tools |
| Integrations Catalog | Discovering integrations via MCP tools, wiring patterns |
| Polyglot APIs | Method signatures, chaining options, language-specific patterns |
| Architecture | DCP internals, resource model, service discovery, networking, telemetry |
| Dashboard | Dashboard features, standalone mode, GenAI Visualizer |
| Deployment | Docker, Kubernetes, Azure Container Apps, App Service |
| Testing | Integration tests against the AppHost |
| Troubleshooting | 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 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. 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/aspireSamples repo:
dotnet/aspire-samplesCommunity 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 |
# 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.ProjectTemplates3. 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.
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.
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.
7. Common Patterns
Adding a new service
Create your service directory (any language)
Add to AppHost:
Add*App()orAddProject<T>()Wire dependencies:
.WithReference()Gate on health:
.WaitFor()if neededRun:
aspire run
Migrating from Docker Compose
aspire new aspire-apphost-singlefile(empty AppHost)Replace each
docker-composeservice with an Aspire resourcedepends_on→.WithReference()+.WaitFor()ports→.WithHttpEndpoint()environment→.WithEnvironment()or.WithReference()
8. Key URLs
| Resource | URL |
|---|---|
| Documentation | https://aspire.dev |
| Runtime repo | https://github.com/dotnet/aspire |
| Docs repo | https://github.com/microsoft/aspire.dev |
| Samples | https://github.com/dotnet/aspire-samples |
| Community Toolkit | https://github.com/CommunityToolkit/Aspire |
| Dashboard image | mcr.microsoft.com/dotnet/aspire-dashboard |
| Discord | https://aka.ms/aspire/discord |
| https://www.reddit.com/r/aspiredotdev/ |
Files
- ATTRIBUTION.mdAdded by AutoGineer851 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md9.1 KiB
- references/architecture.md10.0 KiB
- references/cli-reference.md8.5 KiB
- references/dashboard.md6.3 KiB
- references/deployment.md6.2 KiB
- references/integrations-catalog.md5.0 KiB
- references/mcp-server.md8.3 KiB
- references/polyglot-apis.md8.8 KiB
- references/testing.md7.4 KiB
- references/troubleshooting.md10.8 KiB
references/mcp-server.md
MCP Server — Complete Reference
Aspire exposes an MCP (Model Context Protocol) server that lets AI coding assistants query and control your running distributed application, and search Aspire documentation. This enables AI tools to inspect resource status, read logs, view traces, restart services, and look up docs — all from within the AI assistant's context.
Reference: https://aspire.dev/get-started/configure-mcp/
Setup: aspire mcp init
The easiest way to configure the MCP server is using the Aspire CLI:
# Open a terminal in your project directory
aspire mcp initThe command walks you through an interactive setup:
Workspace root — prompts for the path to your workspace root (defaults to current directory)
Environment detection — detects supported AI environments (VS Code, Copilot CLI, Claude Code, OpenCode) and asks which to configure
Playwright MCP — optionally offers to configure the Playwright MCP server alongside Aspire
Config creation — writes the appropriate configuration files (e.g.,
.vscode/mcp.json)AGENTS.md — if one doesn't already exist, creates an
AGENTS.mdwith Aspire-specific instructions for AI agents
Note:
aspire mcp inituses interactive prompts (Spectre.Console). It must be run in a real terminal — the VS Code integrated terminal may not handle the prompts correctly. Use an external terminal if needed.
Understanding the Configuration
When you run aspire mcp init, the CLI creates configuration files appropriate for your detected environment.
VS Code (GitHub Copilot)
Creates or updates .vscode/mcp.json:
{
"servers": {
"aspire": {
"type": "stdio",
"command": "aspire",
"args": ["mcp", "start"]
}
}
}MCP Tools
The tools available depend on your Aspire CLI version. Check with aspire --version.
Tools available in 13.1+ (stable)
Resource management tools
These tools require a running AppHost (aspire run).
| Tool | Description |
|---|---|
list_resources | Lists all resources, including state, health status, source, endpoints, and commands |
list_console_logs | Lists console logs for a resource |
list_structured_logs | Lists structured logs, optionally filtered by resource name |
list_traces | Lists distributed traces. Traces can be filtered using an optional resource name parameter |
list_trace_structured_logs | Lists structured logs for a specific trace |
execute_resource_command | Executes a resource command (accepts resource name and command name) |
AppHost management tools
| Tool | Description |
|---|---|
list_apphosts | Lists all detected AppHost connections, showing which are in/out of working directory scope |
select_apphost | Selects which AppHost to use when multiple are running |
Integration tools
These work without a running AppHost.
| Tool | Description |
|---|---|
list_integrations | Lists available Aspire hosting integrations (NuGet packages for databases, message brokers, cloud services, etc.) |
get_integration_docs | Gets documentation for a specific Aspire hosting integration package |
Tools added in 13.2+ (documentation search)
Version gate: These tools were added in PR #14028 and ship in Aspire CLI 13.2. If you are on 13.1, these tools will NOT appear. To get them early, update to the daily channel:
aspire update --self --channel daily.
| Tool | Description |
|---|---|
list_docs | Lists all available documentation from aspire.dev |
search_docs | Performs weighted lexical search across indexed aspire.dev documentation |
get_doc | Retrieves a specific document by its slug |
These tools index aspire.dev content using the llms.txt specification and provide weighted lexical search (titles 10x, summaries 8x, headings 6x, code 5x, body 1x). They work without a running AppHost.
Fallback for documentation (13.1 users)
If you are on Aspire CLI 13.1 and don't have list_docs/search_docs/get_doc, use Context7 as a fallback for documentation queries. See the SKILL.md documentation research section for details.
Excluding Resources from MCP
Resources and associated telemetry can be excluded from MCP results by annotating the resource:
var builder = DistributedApplication.CreateBuilder(args);
var apiService = builder.AddProject<Projects.Api>("apiservice")
.ExcludeFromMcp(); // Hidden from MCP tools
builder.AddProject<Projects.Web>("webfrontend")
.WithExternalHttpEndpoints()
.WithReference(apiService);
builder.Build().Run();Supported AI Assistants
The aspire mcp init command supports:
VS Code (GitHub Copilot)
The MCP server uses the STDIO transport protocol and may work with other agentic coding environments that support this protocol.
Usage Patterns
Debugging with AI assistance
Once MCP is configured, your AI assistant can:
Inspect running state:
"List all my Aspire resources and their status"
"Is the database healthy?"
"What port is the API running on?"
Read logs:
"Show me the recent logs from the ML service"
"Are there any errors in the worker logs?"
View traces:
"Show me the trace for the last failed request"
"What's the latency for API → Database calls?"
Control resources:
"Restart the API service"
"Stop the worker while I debug the queue"
Search docs (13.2+):
"Search the Aspire docs for Redis caching"
"How do I configure service discovery?"
(Requires CLI 13.2+. On 13.1, use Context7 or
list_integrations/get_integration_docsfor integration-specific docs.)
Security Considerations
The MCP server only exposes resources from the local AppHost
No authentication is required (local development only)
The STDIO transport only works for the AI tool that spawned the process
Do not expose the MCP endpoint to the network in production
Limitations
AI models have limits on data processing. Large data fields (e.g., stack traces) may be truncated.
Requests involving large collections of telemetry may be shortened by omitting older items.
Troubleshooting
If you run into issues, check the open MCP issues on GitHub.
See Also
Requirements and compatibility
Written for: GitHub Copilot
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs an MCP server, Needs network access
Security
What our scanner noticed· Medium risk
- Instructions that use the network
- Downloads piped into a shell
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- First committed by
ChrisMcKee1
- Publisher
- GitHub (Official)
- Distributed by
- GitHub
- Source
- github/awesome-copilot · skills/aspire · commit 797337f
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
- Contributors
- ChrisMcKee1
AutoGineer is not affiliated with or endorsed by ChrisMcKee1 or GitHub.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download aspire.zip