aspirepar github

Code-first orchestration for polyglot distributed apps with automatic service discovery and observability. 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...

npx skills add https://github.com/github/awesome-copilot --skill aspire

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

ReferenceWhen to load
CLI ReferenceCommand flags, options, or detailed usage
MCP ServerSetting up MCP for AI assistants, available tools
Integrations CatalogDiscovering integrations via MCP tools, wiring patterns
Polyglot APIsMethod signatures, chaining options, language-specific patterns
ArchitectureDCP internals, resource model, service discovery, networking, telemetry
DashboardDashboard features, standalone mode, GenAI Visualizer
DeploymentDocker, Kubernetes, Azure Container Apps, App Service
TestingIntegration tests against the AppHost
TroubleshootingDiagnostic 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:

ToolDescription
list_docsLists all available documentation from aspire.dev
search_docsPerforms weighted lexical search across indexed documentation
get_docRetrieves 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:

ToolDescription
list_integrationsLists available Aspire hosting integrations
get_integration_docsGets 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".

RankLibrary IDUse when
1/microsoft/aspire.devPrimary source. Guides, integrations, CLI reference, deployment.
2/dotnet/aspireAPI internals, source-level implementation details.
3/communitytoolkit/aspireNon-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

RequirementDetails
.NET SDK10.0+ (required even for non-.NET workloads — the AppHost is .NET)
Container runtimeDocker 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

3. Project Templates

TemplateCommandDescription
aspire-starteraspire new aspire-starterASP.NET Core/Blazor starter + AppHost + tests
aspire-ts-cs-starteraspire new aspire-ts-cs-starterASP.NET Core/React starter + AppHost
aspire-py-starteraspire new aspire-py-starterFastAPI/React starter + AppHost
aspire-apphost-singlefileaspire new aspire-apphost-singlefileEmpty 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)

ConceptKey point
Run vs Publishaspire run = local dev (DCP engine). aspire publish = generate deployment manifests.
Service discoveryAutomatic via env vars: ConnectionStrings__<name>, services__<name>__http__0
Resource lifecycleDAG ordering — dependencies start first. .WaitFor() gates on health checks.
Resource typesProjectResource, ContainerResource, ExecutableResource, ParameterResource
Integrations144+ across 13 categories. Hosting package (AppHost) + Client package (service).
DashboardReal-time logs, traces, metrics, GenAI visualizer. Runs automatically with aspire run.
MCP ServerAI assistants can query running apps and search docs via CLI (STDIO).
TestingAspire.Hosting.Testing — spin up full AppHost in xUnit/MSTest/NUnit.
DeploymentDocker, Kubernetes, Azure Container Apps, Azure App Service.

6. CLI Quick Reference

Valid commands in Aspire CLI 13.1:

CommandDescriptionStatus
aspire new <template>Create from templateStable
aspire initInitialize in existing projectStable
aspire runStart all resources locallyStable
aspire add <integration>Add an integrationStable
aspire publishGenerate deployment manifestsPreview
aspire configManage configuration settingsStable
aspire cacheManage disk cacheStable
aspire deployDeploy to defined targetsPreview
aspire do <step>Execute a pipeline stepPreview
aspire updateUpdate integrations (or --self for CLI)Preview
aspire mcp initConfigure MCP for AI assistantsStable
aspire mcp startStart the MCP serverStable

Full command reference with flags: CLI Reference.


7. Common Patterns

Adding a new service

  1. Create your service directory (any language)
  2. Add to AppHost: Add*App() or AddProject<T>()
  3. Wire dependencies: .WithReference()
  4. Gate on health: .WaitFor() if needed
  5. Run: aspire run

Migrating from Docker Compose

  1. aspire new aspire-apphost-singlefile (empty AppHost)
  2. Replace each docker-compose service with an Aspire resource
  3. depends_on.WithReference() + .WaitFor()
  4. ports.WithHttpEndpoint()
  5. environment.WithEnvironment() or .WithReference()

8. Key URLs

ResourceURL
Documentationhttps://aspire.dev
Runtime repohttps://github.com/dotnet/aspire
Docs repohttps://github.com/microsoft/aspire.dev
Sampleshttps://github.com/dotnet/aspire-samples
Community Toolkithttps://github.com/CommunityToolkit/Aspire
Dashboard imagemcr.microsoft.com/dotnet/aspire-dashboard
Discordhttps://aka.ms/aspire/discord
Reddithttps://www.reddit.com/r/aspiredotdev/

Plus de skills de github

console-rendering
by github
Instructions for using the struct tag-based console rendering system in Go
acquire-codebase-knowledge
by github
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document…
acreadiness-assess
by github
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc…
acreadiness-generate-instructions
by github
Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS…
acreadiness-policy
by github
Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting…
add-educational-comments
by github
Add educational comments to code files to transform them into effective learning resources. Adapts explanation depth and tone to three configurable knowledge levels: beginner, intermediate, and advanced Automatically requests a file if none is provided, with numbered list matching for quick selection Expands files by up to 125% using educational comments only (hard limit: 400 new lines; 300 for files over 1,000 lines) Preserves file encoding, indentation style, syntax correctness, and...
adobe-illustrator-scripting
by github
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate…
agent-governance
by github
Declarative policies, intent classification, and audit trails for controlling AI agent tool access and behavior. Composable governance policies define allowed/blocked tools, content filters, rate limits, and approval requirements — stored as configuration, not code Semantic intent classification detects dangerous prompts (data exfiltration, privilege escalation, prompt injection) before tool execution using pattern-based signals Tool-level governance decorator enforces policies at function...

NotebookLM Web Importer

Importez des pages web et des vidéos YouTube dans NotebookLM en un clic. Utilisé par plus de 200 000 utilisateurs.

Installer l'extension Chrome