Apple Docs 2.0 MCP
Apple Docs 2.0 MCP is an MCP server that gives AI assistants searchable access to Apple's developer documentation, design guidelines, sample code, App Store Connect Help, and 1,700 bundled WWDC sessions (2014–2026) — no API key required.
Search Apple's docs (
search_apple_docs): Apple's own search results (documentation, HIG, sample code, App Store Connect Help, WWDC sessions), optionally filtered to one type.Find any page offline (
search_docs_map): look up any of 336,723 pages by title fragment, filterable by technology.Read full pages as Markdown (
get_apple_doc_content): API references, articles, tutorials, HIG pages, App Store Connect Help, and web-service endpoints, with optional related/referenced/similar API and platform analysis.Explore frameworks (
list_technologies,search_framework_symbols): browse all Apple frameworks by category, language, or beta status, and list a framework's symbols by wildcard and kind.Discover API relationships (
get_related_apis,resolve_references_batch,find_similar_apis,get_platform_compatibility): inheritance, conformances, See Also, referenced types, deprecation replacements, and per-platform version availability.Track updates and overviews (
get_documentation_updates,get_technology_overviews): release notes, framework update pages, WWDC "What's new" pages, and Apple's Technology Overviews guides.Browse sample code (
get_sample_code): Apple's sample project library by framework or keyword.Use WWDC offline (
list_wwdc_videos,search_wwdc_content,get_wwdc_video,get_wwdc_code_examples,browse_wwdc_topics,find_related_wwdc_videos,list_wwdc_years): list, full-text search, and read sessions with transcripts, timed code examples, topics, and related sessions.Works anywhere MCP does (Claude Desktop/Code, Cursor, VS Code, Zed) via
npx apple-docs-2.0-mcp; documentation tools hit developer.apple.com, while WWDC and docs-map tools run fully offline.
Provides tools to search and read Apple's developer documentation, including API reference, articles, sample code, tutorials, Human Interface Guidelines, platform compatibility, framework symbols, and WWDC session transcripts with timed code examples.
Provides tools to search and read App Store Connect Help and App Store Connect/Server API documentation, covering product page fields, app review, TestFlight, pricing, and web-service endpoints.
Apple Docs 2.0 MCP
One MCP for Apple's developer documentation, design guidelines and WWDC sessions.
Building your next iOS app with an agent? Let it read Apple's own docs first: fewer rewrites, fewer interruptions.
Quick Start · What's New · Installation · Usage · Tools · Architecture · Development
npx -y apple-docs-2.0-mcp
Apple Developer Documentation for AI assistants, through the Model Context Protocol: API reference, articles, sample code, tutorials, the Human Interface Guidelines, App Store Connect Help, the web-service APIs (App Store Connect API, App Store Server API and others) and 1,700 WWDC sessions with their transcripts and code, in Claude, Cursor, VS Code or any MCP client.
Apple Docs 2.0 MCP is a fork of Apple Docs MCP by kimsungwhee, improved with additions, fixes and a new tool.
🚀 Quick Start
Claude Desktop (Recommended)
Add this to your Claude Desktop configuration:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"apple-docs": {
"command": "npx",
"args": ["-y", "apple-docs-2.0-mcp"]
}
}
}Note: If you encounter issues with an old version being used, add
@latestto force the latest version:"args": ["-y", "apple-docs-2.0-mcp@latest"]
Restart Claude Desktop and start asking about Apple APIs!
Claude Code
claude mcp add apple-docs -- npx -y apple-docs-2.0-mcpAsk your agent
Look up NavigationStack in Apple's docs, then show me the WWDC code that uses it.Related MCP server: Apple RAG MCP
🆕 What's New in 2.0
Apple Docs 2.0 MCP keeps everything Apple Docs MCP 1.0.26 does and fixes what stopped working or came back incomplete, so your assistant answers from Apple's own documentation instead of guessing.
🔍 Search that returns results
search_apple_docs is fixed: it now uses the same search service Apple's website uses, so your assistant gets the
results you would see on developer.apple.com: API reference, articles, sample code, design guidelines, App Store Connect
Help and WWDC videos. In the original, searches come back empty since Apple changed its search page.
Ask about an API, a design guideline or an App Store process, and the assistant searches first, then reads the pages it finds.
🗺️ Look up any page by name
A new tool, search_docs_map, finds any of 336,723 pages by name, or part of one, offline:
API symbols: types, methods, properties, enum cases, macros
articles and sample code
Info.plist and entitlement keys
web-service endpoints, such as the App Store Connect API's
Human Interface Guidelines and App Store Connect Help pages
Use it when you already know a name, from code or an error message, to open its page directly.
📄 Complete documentation pages
Pages come through whole, as on Apple's site: every method and property with its full signature
(var view: UIView!, not just view), what a type inherits from and conforms to, related APIs, and the OS versions
that support it. 2.0 also reads the Human Interface Guidelines, tutorials, App Store Connect Help, and App Store
Connect API endpoints with their parameters and responses.
Ask about any API, guideline or App Store Connect topic, and the assistant reads the full page before it answers or writes code.
🎥 WWDC 2014–2026, with code
1,700 sessions are built in, WWDC26 included, and work offline: transcripts for 1,416 of them, each paragraph with the time it starts, chapters for 480, and code samples for 715, each sample with the time it appears in the video. Sessions are filed under the same topics as on Apple's website.
Ask how a new API works, and the assistant can quote the WWDC session that introduced it, with its code.
📋 Complete framework lists
The original's technology list stopped after 200 entries, so whole categories (Graphics and Games, Media, System, Web) never appeared, and its symbol search mixed in headings with broken links. 2.0 lists everything, marks frameworks in beta, and finds frameworks by subject: "Machine learning" returns Core ML, Create ML, Foundation Models, Vision and more.
Ask which frameworks fit a task, such as machine learning or audio, and the assistant compares the full list.
🛠️ Built to keep working
Up-to-date dependencies, requests that look like a normal browser's and wait their turn (Apple returns empty searches when they come too fast), automatic retries when a request fails, and 207 automated tests. All 63 usage examples in the original's README run without errors.
Nothing to set up: no API key or account.
✨ Features
🔍 Search: Apple's documentation, design guidelines, sample code, App Store Connect Help and WWDC sessions in one search, or one of them alone
🗺️ Docs map: find any page by its title, even a method or property name, without a network request
📚 Documentation pages: Swift and Objective-C APIs, articles, tutorials and web-service references as Markdown
🎨 Human Interface Guidelines: every HIG page, searchable and readable
🏪 App Store Connect Help: product page fields, review, TestFlight, pricing
🔧 Framework symbols: browse a framework's classes, structs, protocols and members by wildcard
🔗 API relationships: related, similar and referenced APIs, and replacements for deprecated ones
📊 Platform compatibility: the version that introduced and deprecated an API on each platform
📋 Technology catalog: every Apple framework and technology by category, beta ones marked
📰 Documentation updates: release notes, framework updates and WWDC "What's new" pages
🎯 Technology overviews: Apple's guides to app design, games, AI and machine learning, data and more
💻 Sample code: every sample project, ranked by Apple's search, and the Sample Code Library by framework or section, with summaries and Download links
🎥 WWDC library: 1,700 sessions from 2014 to 2026 with transcripts, timed code examples, resources and related sessions, offline
📦 Installation
claude mcp add apple-docs -- npx -y apple-docs-2.0-mcpAdd to ~/.cursor/mcp.json:
{
"mcpServers": {
"apple-docs": {
"command": "npx",
"args": ["-y", "apple-docs-2.0-mcp"]
}
}
}Add to .mcp.json at the root of your workspace, VS Code's portable format:
{
"mcpServers": {
"apple-docs": {
"command": "npx",
"args": ["-y", "apple-docs-2.0-mcp"]
}
}
}Add to your Zed settings.json:
{
"context_servers": {
"apple-docs": {
"command": "npx",
"args": ["-y", "apple-docs-2.0-mcp"],
"env": {}
}
}
}💬 Usage Examples
🔍 Search
"Search for SwiftUI animations"
"Find withAnimation API documentation"
"Search the Human Interface Guidelines for tab bars"
"Search App Store Connect Help for TestFlight external testers"
"Find sample code for Core Data"🗺️ Docs Map
"Find the page for accessibilityInputLabels"
"Which SwiftUI pages have gauge in their title?"
"Find the App Store Connect API endpoint to create an auto-renewable subscription"📚 Documentation Access
"Get detailed information about the SwiftUI framework"
"Show me withAnimation API with related APIs"
"Show me NSManagedObjectContext documentation"
"Read the Human Interface Guidelines page on tab bars"
"Show the steps of the SwiftUI tutorial"🔧 Framework Exploration
"Show me SwiftUI views"
"List all UIKit delegate protocols"
"Get WeatherKit API hierarchy"
"Explore Core ML model loading APIs"🔗 API Discovery
"Find APIs related to UIViewController"
"Discover alternatives to UIAlertView"
"Get all references from SwiftData documentation"
"Get platform compatibility for SwiftData"📋 Technologies, Updates and Overviews
"What machine learning frameworks are available?"
"Which technologies are in beta?"
"What's new in SwiftUI?"
"Show me release notes for Xcode"
"Get data management technology overviews"💻 Sample Code
"Show SwiftUI sample code projects"
"Find sample code for machine learning"
"Get the Food Truck sample"🎥 WWDC
"Search WWDC videos about SwiftUI"
"Find WWDC sessions on machine learning"
"Show me WWDC 2026 videos"
"Search WWDC transcripts for async/await"
"Show me the transcript for WWDC23 Meet SwiftData"
"Get code examples from WWDC sessions that use SwiftData"
"Find sessions related to WWDC23 Meet SwiftData"
"List all WWDC topics"🛠️ Available Tools
Tool | Returns |
| Apple's search results in Apple's order, each with its title, Apple's kind, framework, one-line summary and link: documentation, design guidelines, sample code, App Store Connect Help and WWDC sessions; |
| The pages whose title contains the text, in any case, shortest titles first, each with its kind, Beta or Deprecated mark, technology, the page it sits under and link; optionally within technologies (by name or ID, every page their sidebars list) or of one kind. |
| One documentation page as Markdown, rendered from its JSON, in Swift or Objective-C: summary, every declaration with its overloads, overview, code, the articles that mention it, a property list key's details, Topics with each member's declaration and summary, Relationships, See Also and availability with Apple's notes; a web-service endpoint with its URL, parameters, body and responses; a tutorial with each step's code and its project files; a sample's Download; an App Store Connect Help article. |
| Four of Apple's catalogs: every framework and technology with its summary, by category; the Sample Code Library, featured samples first; the Updates page's release notes and updates pages; the Technology Overviews' collections and articles. The first two name a TSV of the whole catalog |
| The WWDC sessions of a year or topic, or with the text in their title or topic names, each with its link, topics and whether it has a transcript and code; |
| The WWDC sessions whose transcripts or code contain the text, as typed, most matches first, each passage with the time it starts; |
| One WWDC session with its links and downloads, chapters, timed transcript, timed code examples and related sessions; |
The documentation tools fetch developer.apple.com; the WWDC tools read the bundled data and search_docs_map reads the
docs map, both without a network request.
🏗️ Architecture
Apple-Docs-2.0-MCP/
├── src/
│ ├── index.ts # MCP server and its search guide
│ ├── tools/
│ │ ├── handlers.ts # Tool registration
│ │ ├── search-api.ts # Apple's search API
│ │ ├── search-docs-map.ts # Docs map search
│ │ ├── doc-fetcher.ts # Pages from Swift-DocC JSON
│ │ ├── doc-formatter.ts # Markdown rendering
│ │ ├── help-pages.ts # App Store Connect Help (jsdom, turndown)
│ │ ├── list-technologies.ts # Technology catalog
│ │ ├── search-framework-symbols.ts
│ │ ├── get-related-apis.ts, find-similar-apis.ts, resolve-references-batch.ts, get-platform-compatibility.ts
│ │ ├── get-documentation-updates.ts, get-technology-overviews.ts, get-sample-code.ts
│ │ └── wwdc/ # WWDC tools and the session, topic and year extractors
│ ├── types/ # Generated from Swift-DocC's specs and captured responses
│ └── utils/ # HTTP client, caches, constants, URL conversion
├── scripts/
│ ├── add-wwdc-year.ts # Adds or refreshes a WWDC year in data/wwdc
│ ├── build-docs-map.ts # Builds api-map/apple-docs-map.tsv
│ └── capture-responses.ts # Captures responses to type them
├── data/wwdc/ # The bundled WWDC sessions
├── api-map/ # The docs map, Apple's search API (OpenAPI) and captured responses
└── tests/ # Vitest🌐 Requests and Caching
Every request goes through one HTTP client: fetch with a Safari's headers, at most 100 requests a minute, and
searches one at a time, 15 seconds apart, as Apple answers quicker ones with no results. Each attempt has a 2-minute
timeout, with up to 3 retries and backoff on network errors, timeouts and 5xx answers.
Apple's JSON is cached as Apple sends it, by URL, and shared by every tool: a page another tool just read isn't downloaded again, and requests for one URL at the same moment share one download.
Content | Cached for |
Pages, catalog pages and the technologies list | 30 minutes |
Sidebars (framework and catalog indexes) | 1 hour |
The docs map, parsed | while in use; freed after 30 idle minutes |
Searches | not cached |
📦 WWDC Data
The WWDC sessions are bundled in data/wwdc/, so the WWDC tools work offline and without rate limits:
📹 1,700 sessions from 2014 to 2026, 1,416 with transcripts, each paragraph timed (all but 6 Apple no longer lists), 715 with code examples, 480 with chapters
🏷️ 19 topics, taken from Apple's topic pages
💾 48 MB of JSON
npx tsx scripts/add-wwdc-year.ts <year> adds a year, or refreshes it, from Apple's pages; a session Apple no longer
lists keeps its stored data.
🗺️ Docs Map
api-map/apple-docs-map.tsv lists 336,723 pages (URL, title, kind, technology, group, tree, the technology's ID, Beta
or Deprecated marks, and the other technologies whose sidebars list the page) from Apple's navigator indexes, the Human
Interface Guidelines and App Store Connect Help's navigation. search_docs_map keeps it in memory while in use.
npx tsx scripts/build-docs-map.ts api-map/apple-docs-map.tsv rebuilds it in about 10 minutes.
🧪 Development
git clone https://github.com/mishafyi/Apple-Docs-2.0-MCP.git
cd Apple-Docs-2.0-MCP
npx pnpm@10 install
npx pnpm@10 run build # tsc into dist/
# Run your build in Claude Code in place of the npm package
claude mcp add apple-docs -- node "$PWD/dist/index.js"
# Checks: types (server and scripts), lint and tests
npx tsc --noEmit && npx tsc -p scripts && npx eslint src scripts && npx vitest run
# Call the built server without an MCP client
npx -y @modelcontextprotocol/inspector --cli node dist/index.js --method tools/call \
--tool-name search_apple_docs --tool-args-json '{"query":"tab bars","type":"design"}'
# Regenerate the types of Apple's JSON
npm run types:docc # from Swift-DocC's RenderNode and RenderIndex specs
npm run types:captured # from captured responses (quicktype)After a build, restart or reconnect the server in your MCP client.
🙏 Credits
Apple Docs 2.0 MCP builds on Apple Docs MCP by kimsungwhee, whose tools, WWDC data and structure it started from.
🤝 Contributing
Contributions are welcome:
Fork the repository
Create a feature branch:
git checkout -b feature/amazing-featureCommit your changes:
git commit -m 'Add amazing feature'Push to the branch:
git push origin feature/amazing-featureOpen a Pull Request
📄 License
MIT License, as the original project: see LICENSE.
⚠️ Disclaimer
This project is not affiliated with or endorsed by Apple Inc. It reads Apple's publicly available developer documentation for educational and development purposes.
Available Tools
7 toolsget_apple_doc_contentGet Apple Doc ContentARead-only
Read one page of Apple's developer documentation by its URL: an API, article, sample project, tutorial, Human Interface Guidelines page, App Store Connect Help article or web-service endpoint (App Store Connect API, App Store Server API and the like). Returns the whole page as Markdown: summary, declarations, overview with its code, each member with its declaration and summary, relationships, the versions it's available in on each platform with Apple's notes, and See Also; for a sample, its Download link; for a tutorial, its steps with their code; for an endpoint, its URL, parameters and responses. Use it on a search result's link or a URL you already have; language "occ" reads an API's Objective-C version. A view answers one question about an API in less: "related" (what it inherits, conforms to and lists, with summaries), "similar" (what to use instead, led by the pages its deprecation note names), "references" (the pages it links to, with their summaries) or "availability" (the versions that introduced and deprecated it on each platform).
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | The page's address on developer.apple.com, under /documentation/, /design/human-interface-guidelines/, /tutorials/ or, for view "page" only, /help/app-store-connect/ ("https://developer.apple.com/documentation/swiftui/navigationstack"). Take it from a result or a link: a guessed one often doesn't exist. | |
| view | No | "page": the whole page. The others give one part of an API's page, shorter. "related": what it inherits from and what inherits from it, the protocols it conforms to and the types that conform to it, and its See Also list, each with its one-line summary, plus the first 3 members of each Topics group. "similar": what to use instead or alongside, each with its summary: first the pages its deprecation note names, then its See Also list, then members of its Topics groups; for replacing a deprecated API. "references": the pages it links to, from its lists and inside its text, each with its summary and, for an API, its declaration, grouped by Apple's role for each ("symbol", "article", "collection"). "availability": the title, tagged Deprecated or Beta as Apple's page tags it, and each platform with the version that introduced it and, where deprecated, the version and Apple's note. | page |
| language | No | "swift": the page in Swift; "occ": an API's Objective-C version, its declaration and members as Objective-C writes them. A page Apple writes in Swift alone has none. The views other than "page" read the Swift page. | swift |
| searchDepth | No | similar: "shallow", the pages the deprecation note names and the See Also list, up to 5; "medium", also the first 4 members of each Topics group, up to 10; "deep", also the See Also lists of the first 3 results, up to 15. | medium |
| filterByType | No | references: keeps the linked pages of one role or kind, as Apple names them: "symbol" (APIs), "collection", "article", "sampleCode" and the like. | all |
| maxReferences | No | references: most linked pages to show, not by relevance: those its lists name (Topics, Relationships, See Also) first, then those its text links to. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With only readOnlyHint=true in annotations, the description carries the behavioral burden and does so: it details what each view returns, notes that 'occ' yields nothing for Swift-only pages, that non-'page' views read the Swift page, and that invented URLs usually 404. These are real operational constraints an agent could not infer from the annotations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Purpose and return shape are front-loaded, which is good, but the body is one dense paragraph of long nested clauses that is hard to scan. Nearly every sentence carries information, yet the run-on construction and heavy enumeration of view internals cost readability.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
There is no output schema and six parameters, so the description must explain the returns — and it does so per view, per page type and per language, covering everything needed to call the tool correctly and interpret its output.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so the baseline is 3, but the description adds genuine meaning on top: the decision rule for 'similar' (deprecation-note pages first, then See Also, then Topics) and the use case 'for replacing a deprecated API', plus 'occ' semantics for an API's declaration and members.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb+resource ('Read one page of Apple's developer documentation by its URL') and enumerates the page classes it covers (API, article, sample, tutorial, HIG, ASC Help, endpoint). It also implicitly differentiates from the search/lookup siblings by being the retrieval step for a URL the agent already has.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
'Use it on a search result's link or a URL you already have' gives a clear when-to-use condition tied to the sibling search tools, and the url parameter warns that guessed URLs often don't exist. It stops short of naming search_apple_docs explicitly or stating when not to use this tool, so it is clear context rather than full routing.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
get_wwdc_videoGet WWDC VideoARead-only
One WWDC session: its title, year and topics; its links, including the video downloads and the documentation it covers; its chapters; the full transcript, each paragraph with its time; every code example with the time it appears; and the sessions Apple lists as related. Transcripts are long: set includeTranscript to false when you need only the code or the links. view "related" lists the sessions related to it instead: those Apple lists, then, across every year, those that share the most of its topics.
| Name | Required | Description | Default |
|---|---|---|---|
| view | No | "session": the session itself. "related": the sessions related to it, first those Apple lists as related, then, across every year, sessions that share its topics, the most shared first; each with its year, link and topics, and whether it has a transcript and code. | session |
| year | Yes | The session's WWDC year ("2025"). | |
| limit | No | related: most sessions to show. | |
| videoId | Yes | The session's number, from its link: …/wwdc2025/10101/ is "10101". | |
| includeCode | No | session: false leaves out the code examples. | |
| includeTranscript | No | session: false leaves out the transcript, which runs to tens of KB. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
readOnlyHint=true already establishes this as a safe read, so the bar is lower; the description still adds real value by warning that transcripts are long, with includeTranscript=false as the mitigation, and by noting what the 'related' view returns across all years. It says nothing about failure modes (bad year/videoId) or response size limits for the related list beyond the schema's limit.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The payload enumeration is front-loaded and informative, but the final sentence re-explains the 'related' view mode almost verbatim from the schema, and the whole description is one sprawling colon-chained sentence that is harder to scan than it needs to be.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description carries the burden of describing return contents, and it does so for both the session and related views, including the time-indexed transcript and code examples. It is complete enough to call correctly, though it omits error/empty-result behavior.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% and the schema descriptions already explain view, limit, includeCode and includeTranscript, including the tens-of-KB transcript warning. The description's parameter text largely restates those schema strings rather than adding new semantics, so the baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names the resource precisely (one WWDC session) and enumerates exactly what comes back: title, year, topics, links/downloads, chapters, timestamped transcript, timestamped code examples, and related sessions. It also covers the alternate 'related' mode, so an agent can distinguish it from search_wwdc_content or list_wwdc_videos without opening the schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
It gives conditional guidance for the two modes and for the expensive option ('set includeTranscript to false when you need only the code or the links'), which is exactly when-not-to-use behavior. It does not, however, state when to reach for this tool over the sibling search/list tools, so routing across tools is left implicit.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
list_technologiesList TechnologiesARead-only
Browse four of Apple's catalogs. catalog "technologies": every Apple framework and technology, grouped by Apple's categories, each with its link, languages, tags and Apple's one-line summary, beta ones marked; use it to see which frameworks fit a task (category "Machine learning") or to get a framework's exact name and link. catalog "samples": Apple's Sample Code Library, each sample with its framework, sections and summary, featured ones first, then by the library's sections ("WWDC26" holds that year's); to find a sample by what it does, search_apple_docs with type "sample" ranks every sample on the site, including ones this library leaves out. catalog "updates": Apple's Updates page as links with summaries, each framework's updates page ("SwiftUI updates"), the release notes of each OS, Xcode and Safari, and each past WWDC's What's new page; use it to find what changed in a framework or a release. catalog "overviews": Apple's Technology Overviews, guides to which technologies to use for a goal (app design and UI, Liquid Glass, games, AI and machine learning and more), the collections with their summaries and the articles in each; use it to choose an approach before choosing APIs. Read any entry with get_apple_doc_content. The technologies and samples answers also name a TSV of the whole catalog, one entry a line, for a grep the parameters can't make.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Most entries to show, in all; if left out, 200 technologies, 50 samples, 50 updates, 50 overview entries. | |
| catalog | No | "technologies": Apple's frameworks and technologies; "samples": Apple's Sample Code Library; "updates": Apple's Updates page; "overviews": Apple's Technology Overviews. | technologies |
| category | No | Keeps one part of the catalog, in any case: technologies, the ones whose category or one of whose tags contains it ("Machine learning" finds Core ML, Create ML and Vision); samples, a library section, by any part of its name ("WWDC26" lists that year's samples); updates, a section of the page, by any part of its title ("Release notes"); overviews, one collection, by its whole title or the last part of its link. Technologies, updates and overviews answer a value they lack with the ones they have. | |
| language | No | technologies only: keeps the technologies available in Swift ("swift") or Objective-C ("occ"). | |
| framework | No | samples only: keeps the samples whose framework, title or link names this framework, in any spelling ("SwiftUI", "storekit", "Core ML"). | |
| technology | No | updates only: keeps the entries whose framework, title or summary contains this name ("SwiftUI"), in any case. | |
| includeBeta | No | false leaves out beta technologies, samples or updates. | |
| searchQuery | No | samples: words that must all appear, in any case, in a sample's title, sections, framework, link or summary ("SwiftData widget"); the list keeps the library's order. updates: keeps the entries whose title or summary contains this text, in any case. overviews: keeps the collections and articles whose title or link contains this text, in any case; a collection's summary counts too. | |
| includeSubcategories | No | overviews only: false lists only the collections, without their articles. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations only cover readOnlyHint, so the description carries the disclosure burden and does so richly: per-catalog entry fields, ordering rules (featured first, then library sections), beta marking, per-catalog default limits, and the notable extra behavior of returning a TSV of the whole catalog for grep. This is well beyond what annotations provide.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is front-loaded with a clear 'Browse four of Apple's catalogs' opening, but at roughly 300 words it is dense and duplicates much of what the catalog enum descriptions already say. The per-catalog sentences carry usage value, yet the catalog re-descriptions do not earn their space.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 9-parameter, four-mode tool with no output schema, the description supplies the return shape per catalog, ordering, defaults, and how to continue with get_apple_doc_content. Nothing an agent needs to invoke it correctly is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100% and the schema descriptions are themselves exhaustive (enum meanings, per-catalog filtering semantics, defaults). The description largely restates catalog purposes already documented in the schema, adding only the TSV/grep note, so the baseline 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The opening sentence states the resource and scope precisely (four Apple catalogs), then names each catalog and exactly what it contains (frameworks grouped by category, sample library, updates page, technology overviews). Despite the name suggesting only technologies, an agent can tell this apart from all siblings without opening the schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Every catalog is paired with an explicit use case ('see which frameworks fit a task', 'find what changed in a framework', 'choose an approach before choosing APIs'), and it names an alternative with its trigger condition: search_apple_docs with type 'sample' for behavioral lookup. get_apple_doc_content is cited for reading entries.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
list_wwdc_videosList WWDC VideosARead-only
List WWDC sessions, every year since 2014, by year, topic or text in the title or topic names: each with its title, link, topics, and whether it has a transcript and code, newest year first. Use it to browse sessions; search_wwdc_content finds what sessions said or showed, and get_wwdc_video reads one. view "years" counts each year's sessions; view "topics" lists the WWDC topics with their IDs and session counts, or one topic's sessions.
| Name | Required | Description | Default |
|---|---|---|---|
| view | No | "sessions": the sessions by year, topic or text in the title or topic names. "years": each WWDC year with its number of sessions, then how many sessions in all have code and a transcript. "topics": the WWDC topics with their IDs and session counts or, with topic, one topic's sessions, newest year first. | sessions |
| year | No | sessions, and one topic's sessions: keeps one WWDC year ("2026"); left out or "all", every year. | |
| limit | No | Most sessions to show: 50 if left out, 20 of one topic's. | |
| topic | No | sessions: a topic ID, as list_wwdc_videos with view "topics" lists them, keeps that topic's sessions; any other text keeps the sessions whose title or topic names contain it, in any case. topics: one topic's ID, to list its sessions. | |
| hasCode | No | sessions: true keeps the sessions with code; false, those without. | |
| includeVideos | No | topics: false shows the topic without its sessions. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations only declare readOnlyHint=true, so the description carries the rest, and it does: it discloses the returned fields per session (title, link, topics, transcript/code flags) and the sort order ("newest year first"). It also explains what each view mode counts or returns. It does not mention pagination behavior or the 200-item cap beyond what the schema states, so it stops short of a 5.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with the core operation and return shape, then routing guidance, then view-mode detail — a sensible order. It is dense but each sentence does work; the trailing view sentence overlaps noticeably with the schema's own view description, which is minor redundancy rather than waste.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With six optional parameters, no required params, and no output schema, the description covers the essentials: what is listed, what fields come back, the ordering, the filter axes, and how it differs from siblings. The three view modes are all touched on. Only pagination/truncation behavior around the limit cap is left implicit, which keeps it just short of complete.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so every parameter is already documented; the description's restatement of "years" and "topics" views largely duplicates the schema's view description. It adds the framing that these are alternative browse modes rather than filters, but contributes no syntax, default, or constraint detail beyond the schema. Baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ("List WWDC sessions") plus scope ("every year since 2014") and the facets it filters by (year, topic, title/topic text). It explicitly names the two nearest siblings — search_wwdc_content and get_wwdc_video — and what each does instead, so an agent can route without opening a schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives an explicit use case ("Use it to browse sessions") and contrasts it against both alternatives with their distinguishing behavior: search_wwdc_content "finds what sessions said or showed" and get_wwdc_video "reads one." The view-mode semantics ("years" counts, "topics" lists topics with IDs) further tell the agent which variant to pick.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
search_apple_docsSearch Apple DocsARead-only
Search Apple's developer site the way developer.apple.com/search does, best match first: API reference, articles, sample code, the Human Interface Guidelines, App Store Connect Help and WWDC sessions. Use it to find pages by what they do or are about ("SwiftUI haptic feedback", "TestFlight external testers"); for a name you already know, search_docs_map answers at once. Returns links, each with its title, framework, kind and one-line summary; read a page with get_apple_doc_content, a session with get_wwdc_video. For sample code, type "sample" ranks every sample project on the site, including ones Apple's Sample Code Library doesn't list; for WWDC sessions, type "video". Searches run one at a time, 15 s apart, so several in a row are slow.
| Name | Required | Description | Default |
|---|---|---|---|
| type | No | Leave out to search everything, as Apple's search page does with no filter; WWDC sessions show only where Apple mixes them in. "documentation": API reference and articles; "design": the Human Interface Guidelines; "sample": sample code projects; "help": App Store Connect Help (product page, review, TestFlight, pricing); "video": WWDC sessions alone. | |
| query | Yes | What you're looking for, in words or by name: "SwiftUI haptic feedback", "NSPredicate", "TestFlight external testers". Every word counts. A full list doesn't mean a match: when little fits, the list fills up with weaker results. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations only declare readOnlyHint=true, and the description goes well beyond that: it discloses result ordering ('best match first'), the return shape (links with title, framework, kind, one-line summary), the ranking caveat that a full list means weak matches, and a real constraint (searches run one at a time, 15 s apart). That is unusually rich behavioral context.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with purpose and the sibling distinction, then usage, then return format, then the rate limit. Dense and parenthetical-heavy ('the way developer.apple.com/search does', repeated quoted examples), but nearly every clause carries routing or behavioral information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
No output schema exists, and the description compensates by describing exactly what comes back and how to consume it via get_apple_doc_content/get_wwdc_video. Combined with type semantics, ranking caveats, and the rate limit, nothing an agent needs to call this correctly is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so the baseline is 3, but the description adds genuine meaning: it explains that omitting type mirrors Apple's unfiltered search, that 'sample' surfaces projects Apple's own library omits, and how word count affects match quality. It stops short of restating query syntax details fully, so not a 5.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ('Search Apple's developer site'), enumerates the content classes it covers, and explicitly distinguishes itself from search_docs_map ('for a name you already know'). An agent can route between the two search tools without opening either schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives when-to-use with example queries, names the alternative for known-name lookups, and points to get_apple_doc_content and get_wwdc_video for consuming results. The per-type guidance ('for sample code, type "sample"', 'for WWDC sessions, type "video"') is explicit routing advice.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
search_docs_mapSearch Docs MapARead-only
Find any page of Apple's documentation by its title, at once: API symbols (types, methods, properties, enum cases, macros), articles, samples, web-service endpoints, Info.plist and entitlement keys, Human Interface Guidelines and App Store Connect Help pages. Use it when you know a name or part of one, from code, an error or another page. Returns each match's title, kind, Beta or Deprecated mark, technology, the page it sits under (which tells same-named members apart) and link, shortest titles first; read one with get_apple_doc_content. It matches titles only, so to search by what something does, use search_apple_docs. Pages Apple added after the map's date, given in each answer, are missing: source "index" reads one framework's sidebar live and matches a wildcard ("*View" structs in SwiftUI, "*Delegate" protocols in UIKit), to see a family of APIs or what's newer than the map, without summaries.
| Name | Required | Description | Default |
|---|---|---|---|
| kind | No | Keeps one kind of page, as the results name it ("struct", "method", "case", "protocol", "article"); an unknown one is answered with the kinds there are. | |
| limit | No | Most results: from the map, the shortest titles first (10 if left out); from an index, in its order (50). | |
| query | Yes | map: text the title contains, in any case and as typed, without wildcards: a name ("accessibilityInputLabels(_:)"), part of one ("inputlabels") or a word ("gauge"). index: a wildcard for the whole name, in any case: "*View" ends in View, "UI*" starts with UI, "*feedback*" contains it, "registerForTraitChanges*" finds a method by its name, "*" takes every one. | |
| source | No | "map": the docs map on disk, every technology at once. "index": one framework's sidebar, read live from Apple's site, for pages newer than the map or a family of names by wildcard; technology names the framework. | map |
| technology | No | map: keeps only the pages these technologies' sidebars list (WebKit's WebView is in SwiftUI's), by the names the results show ("SwiftUI", "Human Interface Guidelines") or IDs ("swiftui"), in any case. index: the one framework, by its name in any case and spacing ("Foundation Models") or its ID ("foundationmodels"). |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations only declare readOnlyHint=true, so the description is free to add the behavioral detail it does: result fields (title, kind, Beta/Deprecated mark, technology, parent page, link), ordering (shortest titles first), and the important staleness caveat that pages added after the map's date are missing. These are genuinely useful traits beyond the annotation, though it stops short of noting rate limits or index-source auth/availability.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Purpose and the query/source distinction are front-loaded and every clause carries information, but the single dense block packs multiple ideas into run-on sentences, making the index/wildcard behavior harder to parse than it needs to be. Slightly more structure would improve scanability.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description carries the return-value burden and does so, describing match fields and ordering. It also covers the two source modes, staleness, and the follow-up read tool, so an agent has everything needed to invoke it correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3, but the description adds cross-parameter semantics the schema does not: plain substring matching on the map versus whole-name wildcards for the index source, and how technology selection narrows sidebars. This meaningfully helps an agent choose values across the source/query/technology combination.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (Find) and resource (any page of Apple's documentation) and enumerates the covered page kinds precisely. It is immediately distinguishable from siblings like search_apple_docs and get_apple_doc_content, which it names.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly says when to use it ("when you know a name or part of one, from code, an error or another page") and when not to ("It matches titles only, so to search by what something does, use search_apple_docs"). It also routes to get_apple_doc_content for reading a match and explains the index source for wildcard/family browsing, giving the agent clear alternative-selection logic.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
search_wwdc_contentSearch WWDC ContentARead-only
Search what WWDC sessions said and showed, every year since 2014: the full text of their transcripts and their code. Returns the sessions whose transcript or code contains the query, most matches first, each with its count of matches and its first matching passages and code excerpts, with the time each comes up. Use it to find the sessions that cover an API or a technique; read one with get_wwdc_video. view "examples" lists the code itself instead: each example that contains query (pass the type or attribute the code uses, "LanguageModelSession", "@Generable"), with its session, year and time, newest year first. The answer also names a folder of every session as text, for a grep across sessions.
| Name | Required | Description | Default |
|---|---|---|---|
| view | No | "sessions": the matching sessions, most matches first, each with its count of matches and up to 3 passages or code excerpts, each with its time. "examples": the code examples that contain query, each with its session, year and the time it appears, newest year first. | sessions |
| year | No | Keeps one WWDC year ("2025"); left out, every year. | |
| limit | No | Most sessions to show, 20 if left out; examples: most examples, 30. | |
| query | Yes | sessions: text a transcript paragraph or a line of code must contain, as typed, in any case ("@Observable", "Vision Pro"; "async await" finds the two words side by side). examples: text the code must contain, in any case: a type, attribute, method or framework name ("LanguageModelSession", "@Generable"); session code rarely shows its imports, so a framework's name finds fewer. | |
| topic | No | examples: a topic ID, as list_wwdc_videos with view "topics" lists them, keeps that topic's sessions; any other text keeps the sessions whose title or topic names contain it, in any case. | |
| searchIn | No | sessions: search the transcripts, the code, or both. | both |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With only readOnlyHint available and no output schema, the description carries the return-shape burden and does so well: ordering ('most matches first', 'newest year first'), per-result contents (match count, first passages and code excerpts, timestamps), and an extra artifact (a folder of every session as text for grepping). This is behavioral context well beyond what the annotation declares.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loads the core purpose in the first clause and every sentence carries information about behavior or the two view modes. The dense, quote-heavy middle section is somewhat rambling and harder to parse than necessary, but there is no filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a six-parameter read-only search with no output schema, the description covers corpus scope, both view modes, ranking, result contents, and the sibling to use for follow-up reads. An agent has everything needed to invoke it correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100% and each parameter is documented there, so the baseline is 3. The prose largely restates the schema (view modes, query semantics, type/attribute hints for examples), adding little net-new meaning beyond the structured field descriptions.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (search) and a precisely bounded resource (WWDC session transcripts and code, 2014 onward), and implicitly separates itself from get_wwdc_video and the apple-docs siblings. An agent knows exactly what corpus is being searched without opening the schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives clear context ('Use it to find the sessions that cover an API or a technique') and routes to get_wwdc_video for reading a single session, plus explains when to prefer the 'examples' view over the default. It does not, however, distinguish this tool from search_apple_docs or say when not to use it, so it falls short of full when/when-not coverage.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
19 tool updates
v0.1.1- Removed
browse_wwdc_topics - Removed
find_related_wwdc_videos - Removed
find_similar_apis - Changed
get_apple_doc_content10 fields changed- added
Input schema / properties / filterByTypeAdded value: +{ + "default": "all", + "description": "references: keeps the linked pages of one role or kind, as Apple names them: \"symbol\" (APIs), \"collection\", \"article\", \"sampleCode\" and the like.", + "enum": [ + "all", + "symbol", + "containerSymbol", + "restRequestSymbol", + "dictionarySymbol", + "pseudoSymbol", + "pseudoCollection", + "collection", + "collectionGroup", + "article", + "sampleCode", + "overview", + "table", + "codeListing", + "link", + "project", + "subsection", + "task", + "section", + "root" + ], + "type": "string" +} - removed
Input schema / properties / includePlatformAnalysisRemoved value: -{ - "default": false, - "description": "Analyze platform availability and version requirements. Essential for cross-platform development. Default: false", - "type": "boolean" -} - removed
Input schema / properties / includeReferencesRemoved value: -{ - "default": false, - "description": "Resolve and include all referenced types and APIs. Helps understand dependencies. Default: false", - "type": "boolean" -} - removed
Input schema / properties / includeRelatedApisRemoved value: -{ - "default": false, - "description": "Include inheritance hierarchy and protocol conformances. Useful for understanding API relationships. Default: false", - "type": "boolean" -} - removed
Input schema / properties / includeSimilarApisRemoved value: -{ - "default": false, - "description": "Discover APIs with similar functionality. Great for finding alternatives. Default: false", - "type": "boolean" -} - added
Input schema / properties / languageAdded value: +{ + "default": "swift", + "description": "\"swift\": the page in Swift; \"occ\": an API's Objective-C version, its declaration and members as Objective-C writes them. A page Apple writes in Swift alone has none. The views other than \"page\" read the Swift page.", + "enum": [ + "swift", + "occ" + ], + "type": "string" +} - added
Input schema / properties / maxReferencesAdded value: +{ + "default": 20, + "description": "references: most linked pages to show, not by relevance: those its lists name (Topics, Relationships, See Also) first, then those its text links to.", + "maximum": 50, + "minimum": 1, + "type": "number" +} - added
Input schema / properties / searchDepthAdded value: +{ + "default": "medium", + "description": "similar: \"shallow\", the pages the deprecation note names and the See Also list, up to 5; \"medium\", also the first 4 members of each Topics group, up to 10; \"deep\", also the See Also lists of the first 3 results, up to 15.", + "enum": [ + "shallow", + "medium", + "deep" + ], + "type": "string" +} - changed
Input schema / properties / url / descriptionPrevious value: -"Full URL of the Apple Developer Documentation page. Must start with https://developer.apple.com/documentation/, https://developer.apple.com/design/human-interface-guidelines/, https://developer.apple.com/tutorials/ or https://developer.apple.com/help/app-store-connect/. Example: \"https://developer.apple.com/documentation/uikit/uiviewcontroller\""New value: +"The page's address on developer.apple.com, under /documentation/, /design/human-interface-guidelines/, /tutorials/ or, for view \"page\" only, /help/app-store-connect/ (\"https://developer.apple.com/documentation/swiftui/navigationstack\"). Take it from a result or a link: a guessed one often doesn't exist." - added
Input schema / properties / viewAdded value: +{ + "default": "page", + "description": "\"page\": the whole page. The others give one part of an API's page, shorter. \"related\": what it inherits from and what inherits from it, the protocols it conforms to and the types that conform to it, and its See Also list, each with its one-line summary, plus the first 3 members of each Topics group. \"similar\": what to use instead or alongside, each with its summary: first the pages its deprecation note names, then its See Also list, then members of its Topics groups; for replacing a deprecated API. \"references\": the pages it links to, from its lists and inside its text, each with its summary and, for an API, its declaration, grouped by Apple's role for each (\"symbol\", \"article\", \"collection\"). \"availability\": the title, tagged Deprecated or Beta as Apple's page tags it, and each platform with the version that introduced it and, where deprecated, the version and Apple's note.", + "enum": [ + "page", + "related", + "similar", + "references", + "availability" + ], + "type": "string" +}
- Removed
get_documentation_updates - Removed
get_platform_compatibility - Removed
get_related_apis - Removed
get_sample_code - Removed
get_technology_overviews - Removed
get_wwdc_code_examples - Changed
get_wwdc_video6 fields changed- changed
Input schema / properties / includeCode / descriptionPrevious value: -"Include all code examples from the session. Default: true"New value: +"session: false leaves out the code examples." - changed
Input schema / properties / includeTranscript / descriptionPrevious value: -"Include the full transcript, as plain text without timestamps. Default: true"New value: +"session: false leaves out the transcript, which runs to tens of KB." - added
Input schema / properties / limitAdded value: +{ + "default": 15, + "description": "related: most sessions to show.", + "maximum": 50, + "minimum": 1, + "type": "number" +} - changed
Input schema / properties / videoId / descriptionPrevious value: -"Session ID. Example: \"10101\" for keynote, \"238\" for session 238."New value: +"The session's number, from its link: …/wwdc2025/10101/ is \"10101\"." - added
Input schema / properties / viewAdded value: +{ + "default": "session", + "description": "\"session\": the session itself. \"related\": the sessions related to it, first those Apple lists as related, then, across every year, sessions that share its topics, the most shared first; each with its year, link and topics, and whether it has a transcript and code.", + "enum": [ + "session", + "related" + ], + "type": "string" +} - changed
Input schema / properties / year / descriptionPrevious value: -"WWDC year. Example: \"2025\""New value: +"The session's WWDC year (\"2025\")."
- Changed
list_technologies10 fields changed- added
Input schema / properties / catalogAdded value: +{ + "default": "technologies", + "description": "\"technologies\": Apple's frameworks and technologies; \"samples\": Apple's Sample Code Library; \"updates\": Apple's Updates page; \"overviews\": Apple's Technology Overviews.", + "enum": [ + "technologies", + "samples", + "updates", + "overviews" + ], + "type": "string" +} - changed
Input schema / properties / category / descriptionPrevious value: -"Keeps the categories whose name contains this or, failing that, the technologies with a tag that contains it (the Categories line of each), in any case: \"Machine learning\" finds Core ML, Create ML and Vision. Popular: \"App frameworks\" (SwiftUI, UIKit), \"Graphics and games\" (Metal, SpriteKit), \"App services\" (CloudKit, StoreKit), \"Media\" (AVFoundation), \"System\" (Foundation). Leave empty to see all categories."New value: +"Keeps one part of the catalog, in any case: technologies, the ones whose category or one of whose tags contains it (\"Machine learning\" finds Core ML, Create ML and Vision); samples, a library section, by any part of its name (\"WWDC26\" lists that year's samples); updates, a section of the page, by any part of its title (\"Release notes\"); overviews, one collection, by its whole title or the last part of its link. Technologies, updates and overviews answer a value they lack with the ones they have." - added
Input schema / properties / frameworkAdded value: +{ + "description": "samples only: keeps the samples whose framework, title or link names this framework, in any spelling (\"SwiftUI\", \"storekit\", \"Core ML\").", + "type": "string" +} - changed
Input schema / properties / includeBeta / descriptionPrevious value: -"Include beta/preview technologies. Set to false to see only stable frameworks. Default: true"New value: +"false leaves out beta technologies, samples or updates." - added
Input schema / properties / includeSubcategoriesAdded value: +{ + "default": true, + "description": "overviews only: false lists only the collections, without their articles.", + "type": "boolean" +} - changed
Input schema / properties / language / descriptionPrevious value: -"Filter by language support. \"swift\" for Swift-compatible frameworks, \"occ\" for Objective-C. Leave empty for all."New value: +"technologies only: keeps the technologies available in Swift (\"swift\") or Objective-C (\"occ\")." - removed
Input schema / properties / limit / defaultRemoved value: -200 - changed
Input schema / properties / limit / descriptionPrevious value: -"Max results per category. Useful for quick overviews. Default: 200"New value: +"Most entries to show, in all; if left out, 200 technologies, 50 samples, 50 updates, 50 overview entries." - added
Input schema / properties / searchQueryAdded value: +{ + "description": "samples: words that must all appear, in any case, in a sample's title, sections, framework, link or summary (\"SwiftData widget\"); the list keeps the library's order. updates: keeps the entries whose title or summary contains this text, in any case. overviews: keeps the collections and articles whose title or link contains this text, in any case; a collection's summary counts too.", + "type": "string" +} - added
Input schema / properties / technologyAdded value: +{ + "description": "updates only: keeps the entries whose framework, title or summary contains this name (\"SwiftUI\"), in any case.", + "type": "string" +}
- Changed
list_wwdc_videos7 fields changed- changed
Input schema / properties / hasCode / descriptionPrevious value: -"Filter by code availability. true = sessions with code, false = without code. Leave empty for all."New value: +"sessions: true keeps the sessions with code; false, those without." - added
Input schema / properties / includeVideosAdded value: +{ + "default": true, + "description": "topics: false shows the topic without its sessions.", + "type": "boolean" +} - removed
Input schema / properties / limit / defaultRemoved value: -50 - changed
Input schema / properties / limit / descriptionPrevious value: -"Max videos to show (default: 50). Videos include title, duration, and content indicators."New value: +"Most sessions to show: 50 if left out, 20 of one topic's." - changed
Input schema / properties / topic / descriptionPrevious value: -"A topic ID keeps that topic's sessions: \"accessibility-inclusion\", \"app-services\", \"app-store-distribution-marketing\", \"audio-video\", \"business-education\", \"design\", \"developer-tools\", \"essentials\", \"graphics-games\", \"health-fitness\", \"machine-learning-ai\", \"maps-location\", \"photos-camera\", \"privacy-security\", \"safari-web\", \"spatial-computing\", \"swift\", \"swiftui-ui-frameworks\", \"system-services\". Any other text keeps the sessions whose title or topic names contain it."New value: +"sessions: a topic ID, as list_wwdc_videos with view \"topics\" lists them, keeps that topic's sessions; any other text keeps the sessions whose title or topic names contain it, in any case. topics: one topic's ID, to list its sessions." - added
Input schema / properties / viewAdded value: +{ + "default": "sessions", + "description": "\"sessions\": the sessions by year, topic or text in the title or topic names. \"years\": each WWDC year with its number of sessions, then how many sessions in all have code and a transcript. \"topics\": the WWDC topics with their IDs and session counts or, with topic, one topic's sessions, newest year first.", + "enum": [ + "sessions", + "years", + "topics" + ], + "type": "string" +} - changed
Input schema / properties / year / descriptionPrevious value: -"WWDC year (\"2025\", \"2024\", etc.) or \"all\"; list_wwdc_years lists the years held. Example: \"2025\" for latest."New value: +"sessions, and one topic's sessions: keeps one WWDC year (\"2026\"); left out or \"all\", every year."
- Removed
list_wwdc_years - Removed
resolve_references_batch - Changed
search_apple_docs5 fields changed- changed
Input schema / properties / query / descriptionPrevious value: -"Search query for Apple Developer Documentation. Tips: Use specific API names (e.g., \"UIViewController\"), framework names (e.g., \"SwiftUI\"), or technical terms. Avoid generic terms like \"how to\" or \"tutorial\". Examples: \"NSPredicate\", \"SwiftUI List\", \"Core Data migration\", \"URLSession authentication\"."New value: +"What you're looking for, in words or by name: \"SwiftUI haptic feedback\", \"NSPredicate\", \"TestFlight external testers\". Every word counts. A full list doesn't mean a match: when little fits, the list fills up with weaker results." - added
Input schema / properties / query / minLengthAdded value: +1 - removed
Input schema / properties / type / defaultRemoved value: -"all" - changed
Input schema / properties / type / descriptionPrevious value: -"Type of content to filter. \"all\": documentation, design guidelines, sample code projects, and WWDC sessions; \"documentation\": API references and guides; \"design\": the Human Interface Guidelines; \"sample\": sample code projects; \"help\": App Store Connect Help (product page fields, review, TestFlight, pricing). Default: \"all\"."New value: +"Leave out to search everything, as Apple's search page does with no filter; WWDC sessions show only where Apple mixes them in. \"documentation\": API reference and articles; \"design\": the Human Interface Guidelines; \"sample\": sample code projects; \"help\": App Store Connect Help (product page, review, TestFlight, pricing); \"video\": WWDC sessions alone." - changed
Input schema / properties / type / enumPrevious value: -[ - "all", - "documentation", - "design", - "sample", - "help" -]New value: +[ + "documentation", + "design", + "sample", + "help", + "video" +]
- Changed
search_docs_map8 fields changed- added
Input schema / properties / kindAdded value: +{ + "description": "Keeps one kind of page, as the results name it (\"struct\", \"method\", \"case\", \"protocol\", \"article\"); an unknown one is answered with the kinds there are.", + "minLength": 1, + "type": "string" +} - removed
Input schema / properties / limit / defaultRemoved value: -10 - changed
Input schema / properties / limit / descriptionPrevious value: -"Max results, shortest titles first (default: 10)."New value: +"Most results: from the map, the shortest titles first (10 if left out); from an index, in its order (50)." - changed
Input schema / properties / limit / maximumPrevious value: -100New value: +200 - changed
Input schema / properties / limit / typePrevious value: -"number"New value: +"integer" - changed
Input schema / properties / query / descriptionPrevious value: -"Text the title contains, in any case and taken as typed: a name (\"accessibilityInputLabels(_:)\"), part of one (\"inputlabels\") or a word (\"gauge\")."New value: +"map: text the title contains, in any case and as typed, without wildcards: a name (\"accessibilityInputLabels(_:)\"), part of one (\"inputlabels\") or a word (\"gauge\"). index: a wildcard for the whole name, in any case: \"*View\" ends in View, \"UI*\" starts with UI, \"*feedback*\" contains it, \"registerForTraitChanges*\" finds a method by its name, \"*\" takes every one." - added
Input schema / properties / sourceAdded value: +{ + "default": "map", + "description": "\"map\": the docs map on disk, every technology at once. \"index\": one framework's sidebar, read live from Apple's site, for pages newer than the map or a family of names by wildcard; technology names the framework.", + "enum": [ + "map", + "index" + ], + "type": "string" +} - changed
Input schema / properties / technology / descriptionPrevious value: -"Keep only the pages of these technologies, by the name the results show (\"SwiftUI\", \"UIKit\", \"Human Interface Guidelines\"), in any case."New value: +"map: keeps only the pages these technologies' sidebars list (WebKit's WebView is in SwiftUI's), by the names the results show (\"SwiftUI\", \"Human Interface Guidelines\") or IDs (\"swiftui\"), in any case. index: the one framework, by its name in any case and spacing (\"Foundation Models\") or its ID (\"foundationmodels\")."
- Removed
search_framework_symbols - Changed
search_wwdc_content8 fields changed- removed
Input schema / properties / languageRemoved value: -{ - "description": "Code language filter (\"swift\", \"objc\", \"javascript\"). Only for code search.", - "type": "string" -} - removed
Input schema / properties / limit / defaultRemoved value: -20 - changed
Input schema / properties / limit / descriptionPrevious value: -"Max results (default: 20). Results include context snippets."New value: +"Most sessions to show, 20 if left out; examples: most examples, 30." - changed
Input schema / properties / query / descriptionPrevious value: -"Search terms. Examples: \"async await\", \"@Observable\", \"Vision Pro\", \"performance optimization\"."New value: +"sessions: text a transcript paragraph or a line of code must contain, as typed, in any case (\"@Observable\", \"Vision Pro\"; \"async await\" finds the two words side by side). examples: text the code must contain, in any case: a type, attribute, method or framework name (\"LanguageModelSession\", \"@Generable\"); session code rarely shows its imports, so a framework's name finds fewer." - changed
Input schema / properties / searchIn / descriptionPrevious value: -"Search scope. \"transcript\" = spoken content, \"code\" = code examples only, \"both\" = everything. Default: \"both\""New value: +"sessions: search the transcripts, the code, or both." - added
Input schema / properties / topicAdded value: +{ + "description": "examples: a topic ID, as list_wwdc_videos with view \"topics\" lists them, keeps that topic's sessions; any other text keeps the sessions whose title or topic names contain it, in any case.", + "type": "string" +} - added
Input schema / properties / viewAdded value: +{ + "default": "sessions", + "description": "\"sessions\": the matching sessions, most matches first, each with its count of matches and up to 3 passages or code excerpts, each with its time. \"examples\": the code examples that contain query, each with its session, year and the time it appears, newest year first.", + "enum": [ + "sessions", + "examples" + ], + "type": "string" +} - changed
Input schema / properties / year / descriptionPrevious value: -"Limit to specific year (\"2025\", \"2024\", etc.). Leave empty for all years."New value: +"Keeps one WWDC year (\"2025\"); left out, every year."
19 tool updates
v0.1.0- First observed
browse_wwdc_topics - First observed
find_related_wwdc_videos - First observed
find_similar_apis - First observed
get_apple_doc_content - First observed
get_documentation_updates - First observed
get_platform_compatibility - First observed
get_related_apis - First observed
get_sample_code - First observed
get_technology_overviews - First observed
get_wwdc_code_examples - First observed
get_wwdc_video - First observed
list_technologies - First observed
list_wwdc_videos - First observed
list_wwdc_years - First observed
resolve_references_batch - First observed
search_apple_docs - First observed
search_docs_map - First observed
search_framework_symbols - First observed
search_wwdc_content
TDQS
Scored across 7 tools
The retrieval tools split cleanly by source (docs pages vs WWDC sessions vs catalogs), but search_apple_docs and search_docs_map both find documentation and their boundary (by-topic vs by-title) must be read carefully to avoid misselection. list_technologies also overlaps with search_apple_docs for sample code, though descriptions do acknowledge this. Mostly distinct purposes with minor friction.
All names follow a verb_noun pattern (get_*, list_*, search_*). Minor deviations: get_apple_doc_content uses singular 'doc' while search_apple_docs uses plural 'docs', and search_docs_map drops the 'apple' prefix used by its sibling search tool. Still predictable and readable.
Seven tools is well-scoped for a read-only Apple documentation server. Each tool earns its place: two fetchers, two listers, three searchers, and none feel redundant or padded.
The surface covers the full research lifecycle: title lookup, full-text search, browsing catalogs, and reading pages, WWDC videos and transcripts. Since the domain is read-only documentation access, no create/update/delete operations are needed, and no obvious gaps remain.
Maintenance
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