Code-first orchestration for polyglot distributed apps with automatic service discovery and observability.
Works with
Orchestrates containers, executables, and cloud resources (C#, Python, JavaScript, Go, Java, Rust, and more) from a single .NET AppHost project
Includes 144+ integrations across databases, caches, messaging, AI, and observability platforms with automatic environment variable injection for service discovery
Built-in dashboard provides real-time logs, traces, metrics, and GenAI vi
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionaspireExecute the skills CLI command in your project's root directory to begin installation:
Fetches aspire from github/awesome-copilot and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate aspire. Access via /aspire in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Submit your Claude Code skill and start earning
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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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.
| 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 |
The Aspire team ships an MCP server that provides documentation tools directly inside your AI assistant. See MCP Server for setup details.
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/
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).
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"
Search the official docs repo on GitHub:
microsoft/aspire.dev — path: src/frontend/src/content/docs/dotnet/aspiredotnet/aspire-samplesCommunityToolkit/Aspire| 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.ProjectTemplates
| 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 |
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.
| 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. |
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.
Add*App() or AddProject<T>().WithReference().WaitFor() if neededaspire runaspire new aspire-apphost-singlefile (empty AppHost)docker-compose service with an Aspire resourcedepends_on → .WithReference() + .WaitFor()ports → .WithHttpEndpoint()environment → .WithEnvironment() or .WithReference()| 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/ |
Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
github/awesome-copilot
github/awesome-copilot
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
Solid pick for teams standardizing on skills: aspire is focused, and the summary matches what you get after install.
aspire fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
I recommend aspire for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Useful defaults in aspire — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Solid pick for teams standardizing on skills: aspire is focused, and the summary matches what you get after install.
Useful defaults in aspire — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
I recommend aspire for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
We added aspire from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Keeps context tight: aspire is the kind of skill you can hand to a new teammate without a long onboarding doc.
aspire reduced setup friction for our internal harness; good balance of opinion and flexibility.
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