Making Apple docs AI-readable.
sosumi.ai provides Apple Developer documentation in an AI-readable format by converting JavaScript-rendered pages into Markdown.
Replace developer.apple.com with sosumi.ai
in any Apple Developer documentation URL:
Original:
https://developer.apple.com/documentation/swift/array
AI-readable:
https://sosumi.ai/documentation/swift/array
This works for all API reference docs, as well as Apple's Human Interface Guidelines (HIG).
WWDC session transcripts are also supported by replacing the same host for video URLs:
Original:
https://developer.apple.com/videos/play/wwdc2021/10133/
AI-readable:
https://sosumi.ai/videos/play/wwdc2021/10133
Sosumi can also proxy public non-Apple Swift-DocC pages using:
Original:
https://apple.github.io/swift-argument-parser/documentation/argumentparser
AI-readable:
https://sosumi.ai/external/https://apple.github.io/swift-argument-parser/documentation/argumentparser
Note
Sosumi resolves the URL to the site's underlying DocC JSON endpoint
and renders Markdown, preserving any base path from the original URL.
External hosts can opt out via robots.txt
by disallowing user-agent sosumi-ai
(full UA: sosumi-ai/1.0 (+https://sosumi.ai/#bot)).
See /bot for the crawler policy and contact details.
Sosumi's MCP server supports Streamable HTTP and Server-Sent Events (SSE) transport.
If your client supports either of these,
configure it to connect directly to https://sosumi.ai/mcp.
Otherwise, you can run this command to proxy over stdio:
{
"mcpServers": {
"sosumi": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://sosumi.ai/mcp"]
}
}
}See the website for client-specific instructions.
-
searchAppleDocumentation- Searches Apple Developer documentation- Parameters:
query(string) - Returns structured results with titles, URLs, descriptions, breadcrumbs, and tags
- Parameters:
-
fetchAppleDocumentation- Fetches Apple Developer documentation and Human Interface Guidelines by path- Parameters:
path(string) - Documentation path (e.g., '/documentation/swift', 'swiftui/view', 'design/human-interface-guidelines/foundations/color') - Returns content as Markdown
- Parameters:
-
fetchAppleVideoTranscript- Fetches video transcripts, including WWDC sessions- Parameters:
path(string) - video path (e.g.,/videos/play/wwdc2021/10133) - Returns transcript content as Markdown
- Parameters:
-
fetchExternalDocumentation- Fetches external Swift-DocC documentation by absolute HTTPS URL- Parameters:
url(string) - External URL (e.g.,https://apple.github.io/swift-argument-parser/documentation/argumentparser) - Returns content as Markdown
- Parameters:
Sosumi also provides a CLI that complements MCP:
npx @nshipster/sosumi fetch https://developer.apple.com/documentation/swift/arrayIf you use it regularly, install once:
npm i -g @nshipster/sosumiThen use sosumi directly:
sosumi fetch https://developer.apple.com/documentation/swift/arrayYou can fetch all content types covered by MCP tools:
# Apple documentation / HIG / videos
sosumi fetch /documentation/swift/array
sosumi fetch /design/human-interface-guidelines/color
sosumi fetch /videos/play/wwdc2021/10133
# External Swift-DocC pages
sosumi fetch https://apple.github.io/swift-argument-parser/documentation/argumentparser
# Apple documentation search
sosumi search "SwiftData"Run a local server from the published package:
sosumi serve
sosumi serve --port 8787By default, output is plain text / Markdown. Use JSON output for scripts:
sosumi fetch https://developer.apple.com/documentation/swift/array --json
sosumi search "SwiftData" --jsonYou can also use Sosumi from a community-contributed Chrome extension, which adds a "Copy sosumi Link" button to Apple Developer documentation pages. Source code is available on GitHub.
This project is designed to be easily run on your own machine or deployed to a hosting provider.
Sosumi.ai is currently hosted by Cloudflare Workers.
Note
The application is built with Hono, making it compatible with various runtimes.
See the Hono docs for more information about deploying to different platforms.
- Node.js 18+
- npm
-
Clone the repository:
git clone https://github.com/nshipster/sosumi.ai.git cd sosumi.ai -
Install dependencies:
npm install
-
Start development server:
npm run dev
Once the application is up and running, press the b to open the URL in your browser.
To configure MCP clients to use your development server,
replace sosumi.ai with the local server address
(http://localhost:8787 by default).
You can restrict which external Swift-DocC hosts are reachable with two environment variables (both newline-delimited):
EXTERNAL_DOC_HOST_ALLOWLIST— only listed hosts are permittedEXTERNAL_DOC_HOST_BLOCKLIST— listed hosts are always denied
Important
Hostname-based private-network checks cannot fully prevent DNS rebinding.
Set an explicit EXTERNAL_DOC_HOST_ALLOWLIST in production.
This project uses vitest for unit and integration testing.
npm run test # Run tests
npm run test:ui # Run tests with UI
npm run test:run # Run tests onceTip
When running the CLI through npm scripts during local development,
use -s (--silent)
to suppress npm's script preamble so output pipes cleanly:
npm run -s cli -- fetch https://developer.apple.com/documentation/swift/array | bat -l mdThis project uses Biome for code formatting, linting, and import organization.
npm run format- Format all code filesnpm run lint- Lint and fix code issuesnpm run check- Format, lint, and organize imports (recommended)npm run check:ci- Check code without making changes (for CI)
For the best development experience, install the Biome extension for your editor:
Whenever you update your wrangler.toml or change your Worker bindings,
be sure to re-run:
npm run cf-typegenPublishing is handled by two GitHub Actions workflows:
- Release creation:
.github/workflows/release.yml- Trigger: pushed tags matching
v*or manual dispatch withtag - Command:
gh release create "$TAG_NAME" --generate-notes
- Trigger: pushed tags matching
- npm publish:
.github/workflows/publish.yml- Trigger: GitHub Release published (
release.published) - Auth: npm trusted publishing via OIDC (
id-token: write) - Command:
npm publish --provenance --access public
- Trigger: GitHub Release published (
This project is available under the MIT license. See the LICENSE file for more info.
This is an unofficial, independent project and is not affiliated with or endorsed by Apple Inc. "Apple", "Xcode", and related marks are trademarks of Apple Inc.
This service is an accessibility-first, on‑demand renderer. It converts a single Apple Developer page to Markdown only when requested by a user. It does not crawl, spider, or bulk download; it does not attempt to bypass authentication or security; and it implements rate limiting to avoid imposing unreasonable load.
For external Swift-DocC hosts, access can be denied by robots.txt
and opt-out response directives such as X-Robots-Tag: noai.
Content is fetched transiently and may be cached briefly to improve performance. No permanent archives are maintained. All copyrights and other rights in the underlying content remain with Apple Inc. Each page links back to the original source.
Your use of this service must comply with Apple's Terms of Use and applicable law. You are solely responsible for how you access and use Apple's content through this tool. Do not use this service to circumvent technical measures or for redistribution.
Contact: info@sosumi.ai