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Read-only appstore app operation Normalized App records. Use when: you already have an App Store id or bundle id (from appstore_search or appstore_list) and need the full normalized app record: name, price, category, developer, description. Related tools: appstore_search, appstore_ratings, appstore_reviews, appstore_privacy.

Read-only appstore developer operation Normalized App records. Use when: listing every app a developer has published, given their App Store developer id. Related tools: appstore_app, appstore_search.

Read-only appstore list operation Normalized App records. Use when: browsing a category or collection chart (top free, top grossing, new) instead of searching by keyword. Related tools: appstore_search, appstore_app.

Read-only appstore privacy operation Privacy details envelope. Use when: auditing the data types an app declares collecting under Apple's privacy nutrition label, given its id. Related tools: appstore_app, appstore_ratings.

Read-only appstore ratings operation Ratings summary envelope. Use when: a quick average rating and star-count histogram for an app, without reading individual reviews. Related tools: appstore_reviews, appstore_app.

Read-only appstore reviews operation Review list envelope. Use when: reading paginated customer review text and scores for a specific app id — sentiment analysis, complaint mining, feature requests. Related tools: appstore_ratings, appstore_app.

Read-only appstore search operation Normalized App records. Use when: resolving a keyword or brand name to App Store app ids before looking up details, ratings, or reviews for a specific app. Related tools: appstore_suggest, appstore_app, appstore_similar.

Read-only appstore similar operation Normalized App records. Use when: competitive discovery — surfacing apps the App Store considers similar to a known app id. Related tools: appstore_app, appstore_search.

Read-only appstore suggest operation Suggested search terms envelope. Use when: resolving a partial or fuzzy query into canonical App Store search terms before calling appstore_search. Related tools: appstore_search.

Read-only brand brand_fonts operation Extract typography and font information from any website. Use when: you only need the typography/font stack a site uses, not the full brand profile or color palette. Related tools: brand_styleguide, brand_retrieve.

Read-only brand brand_retrieve operation Resolve a full brand profile by company domain, or extract details from one specific page URL. Use when: you have a company domain (or one specific page URL) and need the full brand profile — name, logo, colors, social links, description. Related tools: brand_search, brand_styleguide, brand_fonts, webcontext_brand.

Read-only brand brand_search operation Search brands by name or domain and get up to 10 lightweight matches with domain, name, and logo. Use when: you only have a fuzzy brand or company name, not a domain, and need candidate matches before calling brand_retrieve. Related tools: brand_retrieve.

Read-only brand brand_styleguide operation Extract a design system from a website: colors, typography, spacing, and more. Use when: extracting a site's design system specifically — color palette, typography scale, spacing — rather than the general brand profile. Related tools: brand_retrieve, brand_fonts.

Read-only googleplay googleplay_app_details operation Normalized single Google Play app record. Use when: you already have a Google Play package id (from googleplay_search or googleplay_category_apps) and need the full normalized app record. Related tools: googleplay_search, googleplay_reviews, googleplay_permissions, googleplay_data_safety.

Read-only googleplay googleplay_availability operation Per-storefront app availability envelope. Use when: checking which country storefronts a specific package id is published in. Related tools: googleplay_app_details.

Read-only googleplay googleplay_categories operation Available Google Play category identifiers. Use when: you need the valid category identifiers before calling googleplay_category_apps — Play categories are fixed codes, not free text. Related tools: googleplay_category_apps.

Read-only googleplay googleplay_category_apps operation Top apps in the given category. Use when: browsing the top apps in one Google Play category instead of searching by keyword. Related tools: googleplay_categories, googleplay_search.

Read-only googleplay googleplay_data_safety operation Declared data-safety disclosure envelope. Use when: reading the developer-declared Play data-safety disclosure (what data is collected/shared) for a package id. Related tools: googleplay_app_details, googleplay_permissions.

Read-only googleplay googleplay_developer operation Apps published by the given developer. Use when: listing every app a developer has published on Google Play, given their dev_id. Related tools: googleplay_app_details, googleplay_search.

Read-only googleplay googleplay_permissions operation Declared app permissions. Use when: listing the Android permissions an app declares requesting, given its package id. Related tools: googleplay_app_details, googleplay_data_safety.

Read-only googleplay googleplay_reviews operation Review list envelope. Use when: reading paginated customer review text and scores for a package id — pass next_token from a prior call to keep paging. Related tools: googleplay_app_details.

Read-only googleplay googleplay_search operation Normalized Google Play app search results. Use when: resolving a keyword or brand name to Google Play package ids before looking up details, reviews, or data-safety for a specific app. Related tools: googleplay_suggest, googleplay_app_details, googleplay_similar_apps.

Read-only googleplay googleplay_similar_apps operation Apps similar to the given package. Use when: competitive discovery — apps Google Play considers similar to a known package id. Related tools: googleplay_app_details, googleplay_search.

Read-only googleplay googleplay_suggest operation Suggested search terms envelope. Use when: resolving a partial or fuzzy query into canonical Google Play search terms before calling googleplay_search. Related tools: googleplay_search.

Read-only hackernews hackernews_item operation Single item plus its bounded comment tree under comments. Use when: you already have a numeric HN item id (from any stories_* list or hackernews_search) and need the full story plus its bounded comment tree; raise depth to pull deeper reply chains. Related tools: hackernews_stories_top, hackernews_search, hackernews_user.

Read-only hackernews hackernews_search operation Algolia HN Search results. Use when: keyword or tag search across all of Hacker News history via Algolia, not just what's currently on a front-page list. Related tools: hackernews_item, hackernews_stories_top.

Read-only hackernews hackernews_stories_ask operation Recent Ask HN stories, resolved to full items and paginated. Use when: recent "Ask HN" discussion threads specifically, not general front-page stories. Related tools: hackernews_item, hackernews_search.

Read-only hackernews hackernews_stories_best operation Best-ranked stories, resolved to full items and paginated. Use when: all-time high-scoring stories rather than what's on the front page right now. Related tools: hackernews_stories_top, hackernews_item.

Read-only hackernews hackernews_stories_job operation Recent job postings, resolved to full items and paginated. Use when: recent job postings on Hacker News specifically. Related tools: hackernews_item.

Read-only hackernews hackernews_stories_new operation Newest stories, resolved to full items and paginated. Use when: the newest submissions in arrival order, before ranking has caught up — good for freshness-sensitive monitoring. Related tools: hackernews_stories_top, hackernews_item.

Read-only hackernews hackernews_stories_show operation Recent Show HN stories, resolved to full items and paginated. Use when: recent "Show HN" project-launch threads specifically. Related tools: hackernews_item, hackernews_search.

Read-only hackernews hackernews_stories_top operation Top front-page stories, resolved to full items and paginated. Use when: the current front page — highest-ranked live stories right now. Related tools: hackernews_stories_new, hackernews_stories_best, hackernews_item.

Read-only hackernews hackernews_user operation Normalized public user profile record. Use when: a public HN account's profile — karma, about text, account age — given their username. Related tools: hackernews_item.

Read-only reddit post_by_id operation. One Reddit post plus its comment tree, looked up by post id. Use when: you already have a Reddit post id (from reddit_search_posts or reddit_subreddit_posts) and need the full post and comments. Related tools: reddit_post_by_permalink, reddit_subreddit_posts.

Read-only reddit post_by_permalink operation. One Reddit post plus its comment tree, looked up by permalink URL instead of a bare id. Use when: you have a full Reddit URL (e.g. pasted by a user) rather than a bare post id. Related tools: reddit_post_by_id.

Read-only reddit search_posts operation. Site-wide keyword search across Reddit posts. Use when: you don't yet know which subreddit holds relevant discussion and need to search across all of Reddit by keyword. Related tools: reddit_subreddit_posts, reddit_post_by_id.

Read-only reddit subreddit_posts operation. Listing of posts from one named subreddit, sorted by category (hot/new/top/...). Use when: you already know which subreddit to read and want its current listing rather than a keyword search. Related tools: reddit_search_posts, reddit_post_by_id.

Read-only reddit user_activity operation. A Reddit user's recent posts and comments, interleaved by time. Use when: profiling a redditor's overall recent activity, not just the posts they authored. Related tools: reddit_user_posts.

Read-only reddit user_posts operation. A Reddit user's submitted posts only (no comments), filterable by category and time window. Use when: you specifically want what a user posted, not their comments — narrower than reddit_user_activity. Related tools: reddit_user_activity.

Read-only web_search web_search operation Normalized public web-search results with title, URL, domain, snippet, favicon, engine, rank, and provenance metadata. Use when: you need general public web results for a query and don't already have a specific URL in hand; feed a resulting URL into webcontext_scrape to pull the actual page content. Related tools: webcontext_scrape, webcontext_crawl.

Read-only webcontext webcontext_brand operation Extract logos, colors, fonts, and basic public metadata for a site's brand identity. Use when: a lightweight logo/colors/fonts/metadata pull for one site URL; use the brand_* tools instead when you need a fuller brand profile or fuzzy brand-name search. Related tools: brand_retrieve, brand_styleguide, brand_fonts.

Read-only webcontext webcontext_crawl operation Crawl same-origin links from a URL; max_pages/max_depth are clamped server-side regardless of the requested value. Use when: you need content from multiple pages on the same site starting from one URL, not just a single page — max_pages/max_depth are clamped server-side. Related tools: webcontext_map, webcontext_scrape.

Read-only webcontext webcontext_map operation Discover URLs belonging to a site, deduplicated, without extracting page content. Use when: discovering what URLs exist on a site before deciding what to scrape or crawl, without paying for page content extraction. Related tools: webcontext_crawl, webcontext_scrape.

Read-only webcontext webcontext_scrape operation Clean Markdown for one URL, main-content-only by default, with optional CSS include/exclude selectors (comma-separated). Use when: you already have one specific URL and need its clean, main-content Markdown — after a web_search_web_search hit, or a URL supplied directly by the user. Related tools: web_search_web_search, webcontext_crawl, webcontext_map.

Read-only youtube youtube_channel operation Normalized channel envelope. Use when: a channel's profile given its channel id, rather than one specific video. Related tools: youtube_video, youtube_playlist.

Read-only youtube youtube_comments operation Comment list envelope. Use when: reading viewer comment text for a video id — sentiment or feedback mining. Related tools: youtube_video.

Read-only youtube youtube_playlist operation Playlist envelope. Use when: listing the videos inside a playlist id, rather than a single video or a channel's uploads. Related tools: youtube_channel, youtube_video.

Read-only youtube youtube_related operation Related video envelope. Use when: discovering videos YouTube surfaces as related to a known video id — competitive/topical discovery. Related tools: youtube_video, youtube_search.

Read-only youtube youtube_search operation Search result envelope. Use when: resolving a keyword query to YouTube video ids before pulling details, comments, or a transcript for a specific video. Related tools: youtube_video, youtube_channel.

Read-only youtube youtube_transcript operation Transcript envelope. Use when: you need the spoken/caption text of a video for summarization or search, not just its metadata. Related tools: youtube_video, youtube_comments.

Read-only youtube youtube_video operation Single video envelope. Use when: you already have a YouTube video id (from youtube_search or a URL) and need its normalized metadata — title, channel, stats, description. Related tools: youtube_search, youtube_comments, youtube_transcript, youtube_related.