Sosumi

ai.sosumiPublished by sosumi.aiOfficial publisherv1.1.0Updated Nov 7, 2026

Search and read Apple developer documentation, HIG, and WWDC transcripts as Markdown.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

Remote MCP server that lets an assistant search Apple Developer documentation and read docs, HIG pages, WWDC transcripts and Swift-DocC pages as Markdown.

What you can do
  • Search Apple Developer documentation and get structured results with titles, URLs, descriptions, breadcrumbs and tags
  • Fetch Apple Developer API reference pages and Human Interface Guidelines pages by path as Markdown
  • Fetch WWDC and other Apple Developer video transcripts by path as Markdown
  • Fetch pages from public external Swift-DocC documentation sites by absolute HTTPS URL as Markdown
When to use it
Useful when working on Apple platform code and you want the assistant to look up current API reference, design guidance or WWDC session content instead of relying on memory. Also handy for reading third-party Swift-DocC documentation sites.
Requirements
A remote MCP endpoint at sosumi.ai/mcp over Streamable HTTP or SSE; clients without those transports can proxy over stdio with npx mcp-remote. No account, API key or environment variable is declared. Network access to sosumi.ai is required.
Before you install
The server states that conformance conditions in Apple's data can be missing or wrong, so verify important details against the SDK's .swiftinterface declaration. It is an unofficial project not affiliated with Apple, and you are responsible for complying with Apple's terms; do not use it to redistribute content. External Swift-DocC URLs you pass are fetched on your behalf.

Installation

In SourceWeft

  1. Open Sosumi in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.sosumi%2Fsosumi/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "sosumi": {
      "type": "http",
      "url": "https://sosumi.ai/mcp"
    }
  }
}

README

sosumi.ai

Making Apple docs AI-readable.

sosumi.ai provides Apple Developer documentation in an AI-readable format by converting JavaScript-rendered pages into Markdown.

Usage

HTTP API

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://swiftlang.github.io/swift-docc-plugin/documentation/swiftdoccplugin

AI-readable:

https://sosumi.ai/external/https://swiftlang.github.io/swift-docc-plugin/documentation/swiftdoccplugin

[!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.

MCP Integration

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:

json
{  "mcpServers": {    "sosumi": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://sosumi.ai/mcp"]    }  }}

See the website for client-specific instructions.

Plugin

The plugin folder packages the MCP server and the agent skill for Claude Code, Cursor, and Agent Plugins clients such as ChatGPT and Codex.

In Claude Code, run:

text
/plugin marketplace add NSHipster/sosumi.ai/plugin install sosumi@sosumi-ai

public/SKILL.md is the source of the skill. After you edit it, copy it into the plugin:

bash
cp public/SKILL.md plugin/skills/sosumi/SKILL.md

A test fails when the two files differ.

Available Tools
  • searchAppleDocumentation - Searches Apple Developer documentation

    • Parameters: query (string)
    • Returns structured results with titles, URLs, descriptions, breadcrumbs, and tags
  • fetchAppleDocumentation - Fetches Apple Developer documentation and Human Interface Guidelines by path

    • Parameters: path (string) - Documentation path (e.g., '/documentation/swift', '/documentation/swiftui/view', '/design/human-interface-guidelines/foundations/color')
    • Returns content as Markdown
  • fetchAppleVideoTranscript - Fetches video transcripts, including WWDC sessions

    • Parameters: path (string) - video path (e.g., /videos/play/wwdc2021/10133)
    • Returns transcript content as Markdown
  • fetchExternalDocumentation - Fetches external Swift-DocC documentation by absolute HTTPS URL

    • Parameters: url (string) - External URL (e.g., https://swiftlang.github.io/swift-docc-plugin/documentation/swiftdoccplugin)
    • Returns content as Markdown

CLI

Sosumi also provides a CLI that complements MCP:

bash
npx @nshipster/sosumi fetch https://developer.apple.com/documentation/swift/array

If you use it regularly, install once:

bash
npm i -g @nshipster/sosumi

Then use sosumi directly:

bash
sosumi fetch https://developer.apple.com/documentation/swift/array

You can fetch all content types covered by MCP tools:

bash
# Apple documentation / HIG / videossosumi fetch /documentation/swift/arraysosumi fetch /design/human-interface-guidelines/colorsosumi fetch /videos/play/wwdc2021/10133
# External Swift-DocC pagessosumi fetch https://swiftlang.github.io/swift-docc-plugin/documentation/swiftdoccplugin
# Apple documentation searchsosumi search "SwiftData"

Run a local server from the published package:

bash
sosumi servesosumi serve --port 8787

By default, output is plain text / Markdown. Use JSON output for scripts:

bash
sosumi fetch https://developer.apple.com/documentation/swift/array --jsonsosumi search "SwiftData" --json

AI Agent Skill

Want your AI coding assistant to use Sosumi consistently? Use the hosted skill file: https://sosumi.ai/SKILL.md

Spec-compliant clients can also install it with:

bash
npx skills add https://sosumi.ai

Chrome Extension

You 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.

Self-Hosting

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.

Prerequisites

  • Node.js 20+
  • npm

Quick Start

  1. Clone the repository:

    bash
    git clone https://github.com/nshipster/sosumi.ai.gitcd sosumi.ai
  2. Install dependencies:

    bash
    npm install
  3. Start development server:

    bash
    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).

External Host Restrictions

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 permitted
  • EXTERNAL_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.

Web Bot Auth

Sosumi identifies itself when it fetches from external Swift-DocC hosts on a user's behalf using Web Bot Auth, so those hosts can cryptographically verify the traffic.

To enable signing on your own deployment, provide an Ed25519 private key (as a JSON Web Key) via the WEB_BOT_AUTH_KEY secret.

Generate a key (the JSON Web Key is the format WEB_BOT_AUTH_KEY expects), then paste the printed value when wrangler secret put prompts for it:

bash
node -e 'crypto.subtle.generateKey({name:"Ed25519"},true,["sign","verify"]).then(async k=>{const j=await crypto.subtle.exportKey("jwk",k.privateKey);console.log(JSON.stringify({kty:j.kty,crv:j.crv,x:j.x,d:j.d}))})'npx wrangler secret put WEB_BOT_AUTH_KEY

Or generate and upload in a single step, which avoids writing the key to disk or shell history:

bash
node -e 'crypto.subtle.generateKey({name:"Ed25519"},true,["sign","verify"]).then(async k=>{const j=await crypto.subtle.exportKey("jwk",k.privateKey);console.log(JSON.stringify({kty:j.kty,crv:j.crv,x:j.x,d:j.d}))})' \  | npx wrangler secret put WEB_BOT_AUTH_KEY

The matching public key and its kid (JWK thumbprint) are derived automatically, so no key material lives in the repository. Set the optional SIGNATURE_AGENT var to override the advertised origin (defaults to https://sosumi.ai). When no key is configured, requests are simply sent unsigned.

Cloudflare provides built-in verification for these signatures.

Development

Testing

This project uses vitest for unit and integration testing.

bash
npm run test          # Run testsnpm run test:ui       # Run tests with UInpm run test:run      # Run tests once

[!TIP] When running the CLI through npm scripts during local development, use -s (--silent) to suppress npm's script preamble so output pipes cleanly:

bash
npm run -s cli -- fetch https://developer.apple.com/documentation/swift/array | bat -l md

Code Quality

This project uses Biome for code formatting, linting, and import organization.

  • npm run format - Format all code files
  • npm run lint - Lint and fix code issues
  • npm run check - Format, lint, and organize imports (recommended)
  • npm run check:ci - Check code without making changes (for CI)

Editor Integration

For the best development experience, install the Biome extension for your editor:

Cloudflare Workers

Whenever you update your wrangler.toml or change your Worker bindings, be sure to re-run:

bash
npm run cf-typegen

Publishing

Publishing is handled by .github/workflows/release.yml.

  • Trigger: pushed tags matching v* or manual dispatch with tag
  • Release step: gh release create "$TAG_NAME" --generate-notes
  • Publish auth: npm trusted publishing via OIDC (id-token: write)
  • Publish command: npm publish --provenance --access public
  • MCP Registry: after npm publish, the workflow publishes server.json to the MCP Registry as ai.sosumi/sosumi.

Keep version in server.json equal to version in package.json; a test fails when they differ.

The registry step uses HTTP authentication for the sosumi.ai domain. It skips with a notice until the MCP_REGISTRY_PRIVATE_KEY secret is set. To set it up, generate an Ed25519 key pair with OpenSSL 3 (macOS's LibreSSL does not support Ed25519):

bash
openssl genpkey -algorithm Ed25519 -out key.pem# Public key: add to "vars" in wrangler.jsonc as MCP_REGISTRY_PUBLIC_KEY, then deployopenssl pkey -in key.pem -pubout -outform DER | tail -c 32 | base64# Private key (hex): save as the MCP_REGISTRY_PRIVATE_KEY repository secretopenssl pkey -in key.pem -noout -text | grep -A3 "priv:" | tail -n +2 | tr -d ' :\n'

The Worker then serves v=MCPv1; k=ed25519; p=<public key> at /.well-known/mcp-registry-auth. Without the variable, that path returns 404. Delete key.pem after you save both values.

License

This project is available under the MIT license. See the LICENSE file for more info.

Legal

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: [email protected]

Source: README.md at commit 80f5c0f

Tools

4

searchAppleDocumentation

Search Apple Documentation

Search Apple Developer documentation (https://developer.apple.com/documentation) and return structured results

Parametersqueryrequired

fetchAppleDocumentation

Fetch Apple Documentation

Fetch a page of Apple Developer documentation (https://developer.apple.com/documentation) or the Human Interface Guidelines (https://developer.apple.com/design/human-interface-guidelines) by path and return it as Markdown

Parameterspathrequired

fetchExternalDocumentation

Fetch External Documentation

Fetch a page from a public Swift-DocC documentation site (https://www.swift.org/documentation/docc/) by absolute HTTPS URL and return it as Markdown

Parametersurlrequired

fetchAppleVideoTranscript

Fetch Apple Video Transcript

Fetch the transcript of an Apple Developer video (https://developer.apple.com/videos) by path and return it as Markdown

Parameterspathrequired

Version history

1
  1. v1.1.0LatestNov 7, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts