Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas.
Install the "update-integrations" agent skill from https://github.com/microsoft/aspire.dev/tree/main/.agents/skills/update-integrations into .claude/skills/update-integrations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations", then confirm the skill loads.
Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
skills CLI
$ npx skills add microsoft/aspire.dev --skill update-integrations -a codex
Project install goes to .agents/skills/; add -g for ~/.codex/skills/.
Install the "update-integrations" agent skill from https://github.com/microsoft/aspire.dev/tree/main/.agents/skills/update-integrations into .agents/skills/update-integrations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations", then confirm the skill loads.
Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skills CLI
$ npx skills add microsoft/aspire.dev --skill update-integrations -a cursor
Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.
Install the "update-integrations" agent skill from https://github.com/microsoft/aspire.dev/tree/main/.agents/skills/update-integrations into .cursor/skills/update-integrations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations", then confirm the skill loads.
Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
skills CLI
$ npx skills add microsoft/aspire.dev --skill update-integrations -a gemini-cli
Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.
Install the "update-integrations" agent skill from https://github.com/microsoft/aspire.dev/tree/main/.agents/skills/update-integrations into .gemini/skills/update-integrations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations", then confirm the skill loads.
Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
skills CLI
$ npx skills add microsoft/aspire.dev --skill update-integrations -a github-copilot
Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.
Install the "update-integrations" agent skill from https://github.com/microsoft/aspire.dev/tree/main/.agents/skills/update-integrations into .github/skills/update-integrations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations", then confirm the skill loads.
GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skills CLI
$ npx skills add microsoft/aspire.dev --skill update-integrations -a opencode
OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
Install the "update-integrations" agent skill from https://github.com/microsoft/aspire.dev/tree/main/.agents/skills/update-integrations into .opencode/skills/update-integrations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations", then confirm the skill loads.
OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
Skill name
update-integrations
GitHub stars
196
Token cost
~5.2k tokens
SKILL.md length
2,447 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
MIT
At a glance
Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas.
Works in 7 steps: Run the update script → Read the updated package data → Update integration documentation mappings → …
Adding new integrations
SKILL.md covers Overview, Prerequisites, Step-by-Step Process and Entry format, plus 2 more sections
Calls pnpm, pwsh and dotnet; reaches github.com and api.nuget.org
What it does
Update Integrations is an agent skill from microsoft/aspire.dev, published by the product's own GitHub organization. Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas. Use when adding new integrations, refreshing package data, ensuring integration-docs.json stays in sync with aspire-integrations.json, or regenerating API reference JSON files.
Its SKILL.md is about 5.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering OpenAPI specifications. It works with TypeScript and C#. The repository describes itself as: The official website for all things aspire.dev. The licence is MIT.
When your agent uses it
Adding new integrations
Refreshing package data
Ensuring integration-docs.json stays in sync with aspire-integrations.json
Regenerating API reference JSON files
Example prompts
“/update-integrations”
Requirements
Node.js
Workflow steps
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a097c7e. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
pnpm
pwsh
dotnet
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
api.nuget.org
pkgs.dev.azure.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Update Integrations loads about 5.2k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 2,447 words of instructions outside code blocks.
Always· name and description, kept in context so the agent knows when to use it
~91
When it runs· the whole SKILL.md, loaded when a task matches
~5.2k
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Download SKILL.mdSave it as .claude/skills/update-integrations/SKILL.md (or your agent's skills folder).
name
update-integrations
description
Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas. Use when adding new integrations, refreshing package data, ensuring integration-docs.json stays in sync with aspire-integrations.json, or regenerating API reference JSON files.
Update Integration Documentation Links & API Reference Data
This skill synchronizes the integration package catalog with documentation URL mappings and generates per-package API reference schemas. It ensures every NuGet package listed in the integrations data file has a corresponding documentation link and an up-to-date API reference JSON file.
Automation note: The scheduled update-integration-data workflow (.github/workflows/update-integration-data.yml) runs this update deterministically — no agent/LLM. It executes src/frontend/scripts/update-integration-data.ps1, which runs pnpm update:all, detects "version": changes in src/frontend/src/data/aspire-integrations.json, and — only when a version actually moves — runs the C# and TypeScript API regeneration (and the twoslash bundle) before opening a PR via the Aspire bot GitHub App. You can reproduce the full flow locally with pwsh src/frontend/scripts/update-integration-data.ps1 (add -SkipRegen for a fast data-only run). Use this skill for manual or one-off runs that need judgment — for example: adding a new integration, reconciling integration-docs.json, validating release-branch feed resolution, troubleshooting a regen failure flagged by the workflow's PR, or regenerating data outside the scheduled cadence.
Overview
The automated flow also reconciles documentation mappings and runs pnpm test:unit:structured-data before API regeneration or PR creation. This uses a data-only Vitest configuration so validation does not rewrite Astro's generated assets. Mapping changes are included in the generated PR.
The aspire.dev site maintains three key data locations:
src/frontend/src/data/aspire-integrations.json — Package metadata fetched from the configured package feeds (titles, descriptions, icons, versions, download counts).
src/frontend/src/data/integration-docs.json — Mappings from package names to site-relative documentation URLs.
src/frontend/src/data/pkgs/ — Per-package API reference JSON files (e.g. Aspire.Hosting.Redis.13.1.2.json) generated by the PackageJsonGenerator tool. These feed the auto-generated API reference pages at /reference/api/.
src/frontend/src/data/ts-modules/ — Per-package TypeScript API reference JSON files (e.g. Aspire.Hosting.Redis.13.2.0.json) generated by the AtsJsonGenerator tool. These feed the auto-generated TypeScript API reference pages at /reference/api/typescript/.
src/frontend/src/data/twoslash/aspire.d.ts — A single consolidated TypeScript declaration bundle generated from the ts-modules JSON by scripts/generate-twoslash-types.ts. Consumed by expressive-code-twoslash to provide hover tooltips for TypeScript code samples in the docs. Source-controlled — commit the diff whenever ts-modules changes.
This skill keeps the documentation mappings in sync with the package catalog and regenerates both the C# and TypeScript API reference data.
Prerequisites
Node.js installed and available on PATH
.NET SDK installed and available on PATH (required for the PackageJsonGenerator tool)
PowerShell (pwsh) available on PATH (for running the generation script)
Working directory is the repository root
The frontend project dependencies are installed (pnpm install in src/frontend/)
Release branch package source behavior
On main and all non-release/* branches, official Aspire packages resolve from https://api.nuget.org/v3/index.json
On release/* branches, official packages (Aspire.*) must resolve from the branch-specific public Azure Artifacts feed instead of nuget.org
Community Toolkit packages (CommunityToolkit.Aspire.*) always resolve from nuget.org
The branch name in this repo is expected to match the corresponding branch in microsoft/aspire (for example release/13.2)
The release feed name follows darc-pub-microsoft-aspire-{shortSha} where {shortSha} is the first 8 characters of the head commit SHA for the matching Aspire release branch
The automation derives the NuGet service index from that feed name as https://pkgs.dev.azure.com/dnceng/public/_packaging/{feed-name}/nuget/v3/index.json
Release feed resolution
The scripts use this precedence on release/* branches:
ASPIRE_RELEASE_FEED_URL — accepts the full NuGet service index URL, the Azure DevOps feed page URL, or the raw feed name
ASPIRE_RELEASE_FEED_NAME — explicit feed name such as darc-pub-microsoft-aspire-aad16017
ASPIRE_RELEASE_COMMIT / ASPIRE_RELEASE_COMMIT_SHA — derives the feed name from the commit SHA prefix
Automatic lookup of the matching branch head via git ls-remote against https://github.com/microsoft/aspire
If the Aspire release branch is not publicly reachable yet, set one of the override environment variables above. The scripts intentionally fail on release/* if the official release feed cannot be resolved, to avoid accidentally ingesting stale nuget.org packages.
When the commit-specific feed is unavailable but a shared feed contains the required
build, set ASPIRE_RELEASE_FEED_URL and ASPIRE_RELEASE_VERSION together. The
version must be an exact package version matching the release branch, not a range.
Official packages select only that version; Toolkit packages keep their normal
nuget.org selection. Packages absent from that build retain an existing catalog
entry, if any, rather than importing a different release. An unavailable pin for
the entire integration set, an unlisted/deprecated pinned version, or a pinned
registration lookup failure stops the update before the catalog is written.
Selected-version registration metadata supplies release descriptions and tags.
Where no published nuget.org icon metadata exists, the updater reports use of the
public Aspire site icon instead of embedding an unpublished or authenticated-feed
image URL.
For an app-managed worktree whose branch name is not release/*, set
BUILD_SOURCEBRANCH=refs/heads/release/N.N in the update process alongside those
overrides. This supplies the existing branch-resolution context without renaming
or switching the worktree. Do not set these variables globally. Review the
resolved source and version before regeneration; C# and TypeScript generators
consume the resulting catalog's exact versions.
Step-by-Step Process
1. Run the update script
Fetch the latest package data from the configured package feeds:
bash
pnpm --dir ./src/frontend update:integrations
This writes updated package metadata to src/frontend/src/data/aspire-integrations.json. The script queries the NuGet v3 API for packages matching owner:aspire, Aspire.Hosting., and CommunityToolkit.Aspire, then filters out deprecated, unlisted, and excluded packages.
It also removes documentation mappings for Aspire and Community Toolkit packages absent from the updated catalog. Manually curated third-party mappings are preserved, and new documentation URLs still require manual resolution.
On release/* branches, the script queries the branch-specific official Aspire feed for Aspire.* packages and continues to query nuget.org for CommunityToolkit.Aspire.* packages.
2. Read the updated package data
Load src/frontend/src/data/aspire-integrations.json and extract all package names from the title field of each entry in the JSON array.
3. Update integration documentation mappings
Load src/frontend/src/data/integration-docs.json and reconcile it with the package list:
For each package name (from title field) in aspire-integrations.json:
Check if a matching entry exists in integration-docs.json (where match equals the package name)
If an entry exists, verify the href is correct
If no entry exists, determine the appropriate documentation URL
Remove stale entries for catalog-managed Aspire and Community Toolkit packages no longer in aspire-integrations.json. Preserve mappings for third-party packages outside the catalog's sources.
Preserve existing correct mappings — do not change entries that are already accurate
4. Determining documentation URLs
When a package has no existing mapping, determine the URL based on:
Package name patterns
Package prefix
Documentation path pattern
Aspire.Hosting.Azure.*
/integrations/cloud/azure/{service-name}/
Aspire.Azure.*
/integrations/cloud/azure/{service-name}/
Aspire.Hosting.{Tech}
/integrations/{category}/{tech}/
Aspire.{Client}.{Driver}
/integrations/{category}/{tech}/
CommunityToolkit.Aspire.Hosting.*
/integrations/{category}/{tech}/
CommunityToolkit.Aspire.*
/integrations/{category}/{tech}/
Technology categories
The documentation site organizes integrations into these categories:
Kafka, RabbitMQ, NATS, Azure Service Bus, Event Hubs
/integrations/observability/
OpenTelemetry, Seq, logging
/integrations/reverse-proxies/
YARP
/integrations/security/
Keycloak, Key Vault
URL resolution strategy
Match against existing similar package mappings in integration-docs.json
Infer from the package name and technology category
Verify the page exists — check the file system under src/frontend/src/content/docs/, then use Playwright CLI to confirm the route renders
If no valid documentation page can be found, flag the package for manual review
5. Generate API reference data
After updating the integration catalog, regenerate the per-package API reference JSON files. The generate-package-json.ps1 script automates this:
bash
cd src/tools/PackageJsonGenerator && pwsh ./generate-package-json.ps1
The script performs the following for every package listed in aspire-integrations.json:
Resolves the correct package source per package: official Aspire packages use the branch-specific release feed on release/*, while Community Toolkit packages continue to use nuget.org.
Queries that package source for the latest stable version (falls back to latest preview if no stable exists).
Downloads the package into the local NuGet cache via dotnet restore if not already cached.
Provisioning SDK overlays restore with the same-version Aspire.Hosting
reference to model their AppHost context; other packages retain standalone
per-package restore graphs. Dependency errors remain fatal.
Restores run in parallel, up to 8 at a time by default (-Parallelism changes
the limit; -Sequential restores one package at a time). A failed dotnet restore
is attempted up to three times before the package counts as failed.
Selects the best-matching target framework folder (prefers net10.0, then net9.0, etc.).
Uses Roslyn to analyze the assembly and extract all public types, members, XML docs, and attributes.
Writes a {Package}.{Version}.json file to src/frontend/src/data/pkgs/.
An assembly that opts into an AspireExportProvider can expose generated ATS
APIs without public C# types. For those assemblies, the generator retains package
identity and provenance with types: [] and package.hasGeneratedExports: true.
This record feeds TypeScript generation and requires a corresponding TypeScript
module at semantic validation. It does not add an empty C# package to API navigation.
Build-only packages without public types or generated-export opt-ins remain explicit skips.
These files are consumed by the packages content collection defined in src/frontend/src/content.config.ts and used to render API reference pages at /reference/api/{package}/{type}/.
Selective regeneration
To regenerate API data for specific packages only:
The script reports a summary of successes, failures, and skipped packages. Common reasons for skips or failures:
Package has no lib/ folder (meta-packages, build-only packages)
No DLLs found for the preferred TFM
NuGet API resolution failure
Packages that fail should be investigated individually — they may need a different framework target or may not ship a public API surface.
Because restores are retried, a restore failure in the summary usually has a persistent cause, such as a pinned version that's no longer published on the package's feed.
If an official release feed is required but not yet publicly reachable, rerun with one of the release feed override environment variables set.
5a. Generate TypeScript API reference data
After updating aspire-integrations.json, regenerate the TypeScript API reference JSON files for the hosting packages that expose ATS capabilities:
bash
pnpm --filter ./src/frontend run update:ts-api
The companion generate-ts-api-json.ps1 script reads the generated C# package JSON files in src/frontend/src/data/pkgs/, selects Aspire.Hosting, Aspire.Hosting.*, and CommunityToolkit.Aspire.Hosting.* packages, and passes each package/version through to aspire sdk dump. This keeps src/frontend/src/data/ts-modules/ aligned with the same package set and versions that already flowed through C# API generation.
Radius versions exporting the generic IDotnetProgramResource overload are
scanned with Aspire.Hosting.Dotnet as supporting context. Its exact version
comes from the generated C# metadata, so the scanner can retain the export on
DotnetProjectResource while the concrete overload serves legacy project
resources. Generate the Dotnet module first when regenerating Radius selectively.
The transformer excludes core and supporting APIs using their generated modules;
it preserves Radius's real capability IDs and expanded receiver targets.
A scanner collision that removes the generic export must be fixed upstream,
not hidden by changing the C# metadata or weakening API-reference validation.
For generated-export overlays, the script also obtains the matching
aspire sdk export --language typescript document. Referenced SDK enum definitions
missing from the raw dump are taken from that canonical export, with package identity
and unambiguous ownership checks. Union members are preserved during transformation;
missing or unsupported enum definitions fail generation rather than becoming empty
interface stubs. Semantic validation checks enum members in the final Twoslash bundle.
The bundle represents enums as string unions with companion constant objects.
When independent packages export the same enum short name, the shared bundle
combines their literals; each package's API JSON retains its exact enum surface.
Use the package-specific SDK to validate behavior that depends on those differences.
The generator rejects nonzero SDK dump exits and error diagnostics even when a JSON
file was produced. An incomplete dump isn't a successful API-generation result.
The one exception is a known scanner defect: a method inherited by several proxy
types is exported once per derived type under the base type's capability ID, and the
scanner reports each collision as a Duplicate capability error. When a dump exits
nonzero after writing its JSON, the script passes --tolerate-known-scanner-diagnostics
to the transformer, which accepts only that diagnostic shape, and only when the dump's
HandleTypes show that each defining type is, or derives from, the type that owns the
capability ID. Any other error diagnostic, or a nonzero exit without one, still fails the
package. The script lists tolerated diagnostics in its summary, and
update-integration-data.ps1 raises a CI warning and lists the affected packages in the
pull request body. Remove the tolerance
once the shipped Aspire CLI includes microsoft/aspire#20443.
Packages are generated in waves: Aspire.Hosting first, then packages that don't need
supporting scan context, then packages that do. Packages in a wave run concurrently,
up to 8 at a time by default; set ASPIRE_TS_API_PARALLELISM to change the limit (1
processes one package at a time). -AspireRepoPath runs always process one package at
a time because they build shared repo projects. Each aspire CLI call is limited to 10
minutes and each helper tool call to 5 minutes. A dump or export that fails without
producing a result, for example after a timeout or a transient restore failure, is
attempted up to three times.
When a TypeScript module is regenerated for a new package version, stale ts-modules JSON files for older versions of that same package are deleted automatically. Regenerated modules with no functions or types are omitted from src/frontend/src/data/ts-modules/.
After the JSON is refreshed, update-ts-api automatically chains generate-twoslash-types.ts to rebuild src/frontend/src/data/twoslash/aspire.d.ts. This bundle is source-controlled and its diff must be committed alongside the ts-modules JSON changes — without it, docs hover tooltips fall back to any. If you only need to refresh the bundle (e.g. after a generator script change) without running the full SDK dump, use:
bash
cd src/frontend && pnpm twoslash-types
6. Verify all links
For every entry in the updated integration-docs.json:
Site-relative links must end with a trailing /
External links (e.g., AWS docs) are allowed and should use full URLs
All site-relative links must point to existing documentation pages — check by verifying a corresponding .mdx file exists under src/frontend/src/content/docs/
Do not assume a page exists without verification.
7. Save the result
Write the updated integration-docs.json maintaining consistent formatting (2-space indentation, trailing newline). The API reference JSON files in src/frontend/src/data/pkgs/ are written directly by the generation script and require no additional save step.
Run the structured-data tests after changing the catalog or documentation map:
Update Integrations next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
Update Integrations compared with similar skills
Skill
Stars
Used in
Tokens
Auto-check
Licence
Repo updated
Update Integrations this skillmicrosoft/aspire.dev
Cross-references C Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto-generated HTTP clients like Fetch, Axios, NSwag)…
Turns an OpenAPI or Swagger spec into an MCP server with the mcp-use TypeScript SDK, mapping each operation to a tool, wiring auth, testing and deploying.
Step-argument skill that formalizes writing an Aspire "What's new in N.N" release-notes page (src/frontend/src/content/docs/whats-new/aspire-N-N.mdx) as a repeatable lifecycle.
Extracts all container image references (registry, image, tag) from the microsoft/aspire source code and produces a JSON data file for the aspire.dev Astro site.
Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas. dev, published by the product's own GitHub organization. Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas.
When should I use Update Integrations?
Update Integrations fits situations like: adding new integrations; refreshing package data; ensuring integration-docs.json stays in sync with aspire-integrations.json; regenerating API reference JSON files.
How do I install Update Integrations in Claude Code?
Run `npx skills add microsoft/aspire.dev --skill update-integrations -a claude-code`. Or copy the skill folder (.agents/skills/update-integrations in microsoft/aspire.dev) into .claude/skills/update-integrations in your project. Claude Code loads it when a task matches its description.
How do I install Update Integrations in Codex?
Run `npx skills add microsoft/aspire.dev --skill update-integrations -a codex`. Or copy the skill folder (.agents/skills/update-integrations in microsoft/aspire.dev) into .agents/skills/update-integrations in your project. Codex loads it when a task matches its description.
Can I use Update Integrations in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/aspire.dev --skill update-integrations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/update-integrations, .gemini/skills/update-integrations, .github/skills/update-integrations and .opencode/skills/update-integrations in your project.
What does Update Integrations need to run?
Going by SKILL.md and its folder, Update Integrations needs the command-line tools its instructions call (pnpm, pwsh, dotnet and git). Our summary lists: Node.js.
Does Update Integrations access the network?
SKILL.md names 3 domains. In commands or code: github.com, api.nuget.org and pkgs.dev.azure.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Update Integrations safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Update Integrations use?
Update Integrations is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Update Integrations use?
About 5.2k tokens (SKILL.md is roughly 21k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Update Integrations?
Skills that share tags, products or a category with Update Integrations: API Breaking Change Detector (github/awesome-copilot, 40k stars), OpenAPI to MCP Server (mcp-use/mcp-use, 11k stars), Api2cli (alexknowshtml/api2cli, 455 stars) and Project (samchon/nestia, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Update Integrations?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/aspire.dev, which has 196 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 7, 2026.
Source: microsoft/aspire.dev on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.