Viral Outliers

com.viraloutliers由 viraloutliers.com 發布官方發布者v1.0.0更新於 Oct 24, 2026

Find viral outlier posts on TikTok, Instagram and YouTube, pull creator stats, and crawl on demand.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析媒體與設計

概覽

AI 產生的概覽

在依異常分數排序的 TikTok、Instagram 與 YouTube 貼文資料庫中檢索,並取得創作者數據、逐字稿與內容靈感。

可以做什麼
  • 依平台、關鍵字、帳號、細分領域或分數與觀看區間搜尋貼文與個人檔案,並比較創作者
  • 取得單一貼文或個人檔案的統計、異常分數、逐字稿與畫面分析,並把公開貼文連結解析成內部紀錄
  • 送出隨選任務:爬取個人檔案、申請逐字稿或畫面分析、下載媒體,並輪詢任務狀態
  • 進行細分領域與趨勢研究,從種子帳號、主題標籤或詞語找出相關創作者,並把貼文改寫成新的內容靈感
  • 管理監控:追蹤或取消追蹤個人檔案、觀察清單、爆紅電子郵件提醒,以及新發現貼文的動態
  • 查詢點數餘額與價格、建立 Stripe 儲值連結、回報問題
適用情境
適合社群媒體內容研究:找出某個細分領域中表現遠超帳號基準的貼文、篩選與比較創作者,並把已被驗證的爆紅格式轉成新的內容靈感。也適合透過排程爬取與電子郵件提醒持續監控指定帳號。
執行需求
遠端 streamable HTTP 端點,不需本機安裝。API 金鑰透過 x-api-key 標頭傳送,須在服務商設定頁建立。熱門榜單工具與價格查詢免費且免驗證,其餘多數工具會消耗點數。
安裝前請注意
多數工具會消耗付費點數,逐字稿、畫面分析、爬取與排程更新等在送出或每次更新時計費,並可設定自動儲值。create_topup_link 會產生 Stripe 付款連結。相關工具會建立、修改與刪除觀察清單、追蹤設定與電子郵件提醒,並寄送提醒郵件到你提供的信箱。爬取的公開個人檔案與貼文資料會傳送給服務商。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Viral Outliers,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.viraloutliers%2Fviral-outliers/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "viral-outliers": {
      "type": "http",
      "url": "https://viraloutliers.com/api/mcp"
    }
  }
}

工具

34

search_outliers

Search Viral Outlier Posts

Search a continuously-crawled database of social media posts ranked by outlier score: how strongly a post overperforms the account's own baseline. Filter by platform, keyword, exact creator handle, content type, an outlier-score band (min/max), a view band (min/max), a follower band (min/max), an engagement-rate band (min/max) and time window; sort by outlier score, views, likes, engagement or recency. Returns post metadata, stats and thumbnails. Use this to find proven viral formats in any niche before creating content. Results may include deleted posts (deleted_at set) and posts from deactivated profiles (profile is_active=false), these are kept for their thumbnails and format ideas, with stats frozen at deletion; filter on deleted_at / is_active if you only want live content. Cost: 1 credit per 25 posts returned.

輸入參數pagequeryhandlesortBymaxViewsminViewspageSizeplatformstimeFramecategoryIdwatchlistIdcontentTypes另有 6 個

search_profiles

Search Social Media Profiles

Search tracked social media profiles by handle or name, filtered by platform. Returns profile metadata, follower counts and average performance stats. Use it to resolve a handle to a profile id before fetching stats or posts, or to discover creators in the database. Results may include deactivated profiles (is_active=false), e.g. an account that was renamed or went private, retained with frozen stats; filter on is_active if you only want live accounts. Note a creator who changed handles can appear as two rows (old deactivated + new active). Cost: 1 credit per 25 profiles returned.

輸入參數pagequerypageSizeplatformscategoryId

list_categories

List Niche Categories

Returns the curated niche taxonomy (up to four levels, e.g. "Health > Exercise > Gym") with, for each category, its id, path, level, parent and how many active profiles are categorized under it including its sub-niches. Only categories with at least minProfiles profiles in their subtree are returned (default 5), so every id you get back yields a real result set. Pass a categoryId to search_outliers, search_profiles or niche_trends to scope them to the creators in that niche; the filter always covers the subtree. Free to call and cached, so call it at the start of a session and reuse the ids. Categories are assigned per creator by our categorizer (reviewed by hand for new niches), which makes this filter more precise than a keyword over captions: it catches creators whose captions are hashtag-only or not in English. Cost: free.

輸入參數maxLevelminProfiles

get_post

Get Post Details

Fetch a single post by id: views, likes, comments, engagement rate, outlier scores for seven time windows, thumbnail and the owning profile. When a transcript or visual analysis already exists it is included at no extra cost. The visual analysis is a structured scene-by-scene breakdown (per-scene timing, on-screen text, visual elements and a recreation note) plus an overall-style summary. Request new enrichment via request_transcript (speech / on-screen text) or request_visual_analysis (scene breakdown). Use after search_outliers to deep-dive a result. Cost: 1 credit per call.

輸入參數postId必填includeTranscriptincludeVisualAnalysis

get_profile

Get Profile Stats

Fetch one tracked profile by id: follower count, bio, average views/likes/engagement across time windows, and recent tracked posts. The averages are the baseline outlier scores are computed against. Use search_profiles first to resolve a handle to an id. Cost: 1 credit per call.

輸入參數handleplatformprofileId

request_transcript

Transcribe a Post

Queues AI transcription of the spoken audio for a video post. Accepts a public post URL or an internal post id. Asynchronous: returns a job reference to poll with get_job_status; once complete the transcript is attached to get_post responses. Credits are charged on queueing and automatically refunded if the job fails. Image slideshows and photo posts have no audio and are rejected up front with no charge: use request_visual_analysis for their on-screen text instead. Cost: 10 credits per call.

輸入參數urlpostId

request_visual_analysis

Analyze a Post Visually

Queues a structured visual analysis for a post: for a video, a scene-by-scene breakdown (per-scene timing, scene type, on-screen text, visual elements and a recreation note) plus an overall-style summary (color palette, text style, editing pace); for an image slideshow, per-slide text and visual descriptions. Accepts a public post URL or an internal post id. Asynchronous: returns a job reference to poll with get_job_status; once complete the analysis is attached to get_post responses (includeVisualAnalysis). Credits are charged on queueing and automatically refunded if the job fails. This is the visual twin of request_transcript. Cost: 10 credits per call.

輸入參數urlpostId

crawl_profile

Crawl a New Profile

Submits a public profile for crawling: profile metadata plus its recent posts, stats and thumbnails, after which it stays tracked and appears in searches. Asynchronous. Returns a job reference for get_job_status. If the profile is already tracked, this returns immediately without charging a full crawl. Credits are refunded automatically when a crawl fails. Cost: 40 credits per call.

輸入參數handle必填platform必填

get_job_status

Check Job Status

Returns the status of an asynchronous job started by crawl_profile or request_transcript: pending, processing, completed or failed. Free to call: polling must never cost credits. Poll every 10–30 seconds; jobs typically complete within a few minutes. Cost: free.

輸入參數jobRef必填

get_credit_balance

Check Credit Balance

Returns the current API credit balance for the authenticated account, plus the automatic top-up state of the account (autoTopup: configured, enabled, pack, monthly charge cap and count, last error) so an agent can tell whether a zero balance is a hard stop or refills itself on the next billable call. Free to call. Agents should check the balance before starting large batch jobs and surface "insufficient_credits" errors to the user with a link to top up. Cost: free.

無需輸入參數。

compare_profiles

Compare Profiles Head-to-Head

Compares 2–5 tracked profiles (by profile id or platform+handle) and returns each one's stats (follower count, average views/likes across time windows, engagement rate) plus a computed ranking flagging the top performer by followers and by engagement. Pure lookup, fast. Unresolved profiles come back in a notFound list rather than failing the call. Cost: 2 credits per call.

輸入參數handlesprofileIds

resolve_post_url

Resolve a Post URL

Takes a public post URL (TikTok video/photo, Instagram post/reel, YouTube video/short) and resolves it to the tracked post: the entry point when your input is a link. found:true returns the postId for get_post, request_transcript, download_post_media and remix_post. found:false tells you whether the whole profile is untracked (call crawl_profile) or just this post. Note that remix_post accepts an untracked URL directly and ingests it itself, so for a remix you can skip this lookup. TikTok/Instagram short links (vm.tiktok.com, /share/) must be expanded to the canonical URL first. Cost: 1 credit per call.

輸入參數url必填

download_post_media

Download Post Media

Returns direct media URLs for a tracked post, the video file, or slideshow images with positions. Accepts a public post URL or an internal post id. When media is not stored yet it queues an on-demand fetch and returns a jobRef to poll (typically ready within ~90 seconds); call again once complete. Platform CDN URLs can expire, so download promptly. YouTube currently returns the thumbnail image. You are responsible for using downloaded media in line with the platforms' terms and applicable law. Cost: 3 credits per call.

輸入參數urlpostId

remix_post

Remix a Post to Your Niche

Takes a post (pass a public post URL or an internal post id) plus a target niche/brand description, and produces an adapted content idea: rewritten title and description, segment-by-segment script, a short analysis of why the original went viral, and an execution checklist, the proven format transplanted into your niche. The URL does NOT need to be tracked: an unknown post is fetched and ingested automatically as part of the job, so any public TikTok/Instagram/YouTube link works with no crawl_profile round-trip. Asynchronous (~1–3 minutes, a few minutes longer for an untracked URL): returns a jobRef; poll get_remix_result until its "remix" field is populated (it returns status + result together). For video posts the remix auto-generates the transcript and visual analysis first, so quality no longer depends on you transcribing beforehand. Credits are refunded automatically if the remix fails. Cost: 20 credits per call.

輸入參數urltonepostIdtargetNiche必填

get_remix_result

Fetch a Finished Remix

Returns the finished remix for a remix_post job: adapted title, description, script segments, why-it-went-viral analysis (whyItWorks) and checklist. Free to call. Poll get_job_status until the job reports completed, then fetch here. The result is also viewable in the web app under Content Ideas. Cost: free.

輸入參數jobRef必填

report_issue

Report an Issue

Report a problem with any skill: an error you keep hitting, data that looks wrong or stale, or something you needed that the API could not do. Free: never spend credits on telling us something is broken. Include what you called, what you expected and what happened. Set wantsUpdate to true to get an email on your account address when the issue is resolved. Reports go straight to the team. Cost: free.

輸入參數skillmessage必填wantsUpdate

track_profile

Monitor a Profile

Starts monitoring a profile so it is automatically re-crawled at a cadence you choose (daily, every_3_days or weekly), keeping its posts and stats fresh without you polling crawl_profile. Identify the profile by profileId, platform+handle, or a public profile/post URL. Managing monitoring is free; each scheduled refresh crawl costs credits (10 per refresh) and monitoring pauses itself if your balance runs out, then resumes when you top up. The profile must already be in the database; crawl_profile it first if it is not. Calling again on an already-monitored profile just updates the cadence. Pull the new posts with get_tracked_updates. Cost: free.

輸入參數urlhandleplatformfrequencyprofileId

untrack_profile

Stop Monitoring a Profile

Stops monitoring a profile: no further scheduled refresh crawls are charged for it. Free to call. Pass the internal profileId (from list_tracked_profiles or search results). The profile and its already-crawled posts stay in the database and searchable; only the recurring refresh stops. Returns not_found if the profile is not currently being monitored. Cost: free.

輸入參數profileId必填

list_tracked_profiles

List Monitored Profiles

Returns every profile you are currently monitoring, with its handle, platform, follower count, refresh cadence, next scheduled crawl time, when it was last checked for updates, and any paused reason (e.g. paused for insufficient credits). Free to call. Use it to audit what is being refreshed and what it is costing, or to grab a profileId for untrack_profile. Cost: free.

無需輸入參數。

create_viral_alert

Email Me When a Profile Goes Viral

Creates a viral alert: we watch a TikTok, Instagram or YouTube profile and email the address you give when it publishes a post whose outlier score (views divided by the profile's own average) reaches minOutlierScore (default 3, minimum 1.5) within postAgeDays of posting (default 7, max 30). Identify the profile by profileId, platform+handle, or a public URL; it must already be in the database (crawl_profile it first if not). Setting up, listing and deleting alerts is free. Two things cost credits: the refresh crawl that keeps the profile fresh (10 credits per run, daily by default, started for you if you are not already monitoring the profile with track_profile) and each alert email actually sent (5 credits). Limits: one alert email per destination address per day, sent around sendHour in your timezone (defaults 9, UTC) and bundling every alert that fired; 3 emails per alert in total, after which the alert ends; expiresInDays (default 30, max 90) ends it regardless; 25 active alerts per account. A post can trigger an alert only once. Your account email needs no confirmation; any other address receives a confirmation link first and nothing is sent until it is clicked. Every alert email has its own stop link. Calling again for the same profile and address updates the settings instead of creating a duplicate. Cost: free.

輸入參數urlemail必填handleplatformsendHourtimezonefrequencyprofileIdpostAgeDaysscoreWindowexpiresInDaysminOutlierScore

list_viral_alerts

List Viral Alerts

Returns your viral alerts (active first, then recently ended, up to 100) with the watched profile, destination email and whether it is confirmed, threshold and score window, post age window, preferred send hour and timezone, emails sent out of the cap, paused or ended reason, expiry and the last email time. Free to call. Use it to audit what is being watched, to check whether a third-party address has confirmed, or to grab an alertId for delete_viral_alert. Cost: free.

無需輸入參數。

delete_viral_alert

Delete a Viral Alert

Ends a viral alert by alertId (from list_viral_alerts or create_viral_alert). Free. If this alert is what started the profile's tracking and no other active alert of yours needs it, the paid refresh crawls stop as well; tracking you started yourself with track_profile is left untouched. Returns not_found when the alert does not exist or already ended. Cost: free.

輸入參數alertId必填

create_watchlist

Create a Watchlist

Creates an empty watchlist (a named set of creators) and returns its watchlistId. Fill it with add_watchlist_profiles, then pass the id to search_outliers as watchlistId to scope any search to exactly those accounts. Watchlists created here appear in the owner's web app too. Free to call. Watchlists count against a workspace allowance that comes from a subscription or is earned from API spend (every API key holder starts with 1); an over-limit call explains what unlocks more. Cost: free.

輸入參數name必填notes

list_watchlists

List Your Watchlists

Returns every watchlist on the account (both agent-created and web-app-created) with its watchlistId, name, notes, profile count and last-updated time. Free to call. Use it to recall an id for search_outliers, add_watchlist_profiles or get_watchlist. Cost: free.

無需輸入參數。

get_watchlist

Get a Watchlist

Returns a single watchlist by watchlistId with every member profile: profileId, handle, platform and follower count. Free to call. Use it to review or explain a list before searching it, or to pick profileIds for remove_watchlist_profiles. Cost: free.

輸入參數watchlistId必填

add_watchlist_profiles

Add Creators to a Watchlist

Adds creators to one of your watchlists. Pass profileIds (from search_profiles or any search result) and/or handles as {platform, handle} pairs; up to 25 per call. Creators must already be tracked (crawl_profile first if not; unresolved ones come back in notFound). Already-present creators are reported, not duplicated. Free to call. Each added creator counts against your followed-profiles allowance, which comes from a subscription or is earned from API spend; an over-limit call explains what unlocks more. Cost: free.

輸入參數handlesprofileIdswatchlistId必填

remove_watchlist_profiles

Remove Creators from a Watchlist

Removes the given profileIds from a watchlist and returns how many were removed plus the new profile count. Free to call. Use get_watchlist to find the profileIds. Cost: free.

輸入參數profileIds必填watchlistId必填

delete_watchlist

Delete a Watchlist

Deletes one of your watchlists including its memberships, and frees the watchlist slot and followed-profile slots it used. Free to call. Works for lists created through the API or in the web app; only the owner can delete a list. Cost: free.

輸入參數watchlistId必填

get_tracked_updates

Get New Posts From Monitored Profiles

Returns the posts newly discovered (first stored by our crawler) since your last check, across all the profiles you are monitoring. Free to call. Each call advances a per-profile cursor, so a subsequent call only returns posts crawled after it (a feed, not a re-scan). New posts arrive when a profile's scheduled refresh crawl runs, on the cadence set by track_profile. Results are the same flattened post shape as search_outliers (stats, thumbnail, handle). Total posts are capped (limit 1–100, default 50). Cost: free.

輸入參數limit

get_pricing

Get API Pricing

Returns the current price list as structured JSON: the USD value of one credit, every skill with its credit cost and REST route, the one-time credit packs, and every subscription plan with its monthly and yearly price, included API credits per month, and watchlist limits. Free and unauthenticated, so an integrator can render live costs to their own users, or an agent can compare subscribing against buying packs, without hardcoding prices or holding an API key. Billable calls also return X-Credits-Charged and X-Credits-Balance response headers, so a reseller can attribute spend per call. Cost: free.

無需輸入參數。

版本歷史

1
  1. v1.0.0最新Sep 16, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

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