# com.viraloutliers/viral-outliers Find viral outlier posts on TikTok, Instagram and YouTube, pull creator stats, and crawl on demand. - **Type:** MCP server - **Trust:** 60/100 (B), scored on the content rubric - **Verification:** community-indexed — nobody has claimed this listing - **Version:** 1.0.0 - **Author:** com.viraloutliers - **License:** Unknown - **Endpoints:** streamable-http https://viraloutliers.com/api/mcp - **Source:** https://viraloutliers.com - **Endpoint health:** reachable (last checked 2026-09-25T05:25:12.378Z, 5 samples) — uptime is not a security property and is not part of the trust score - **Compatible clients:** claude-code, cursor, copilot, chatgpt, gemini (basis: transport) ## Trust 60/100 (B), scored on the content rubric - Publisher verified: no - Install scripts: nothing suspicious found - Prompt-injection scan: clean - Obfuscation scan: clean - Evidence age: 1 day ## Security scan - **Status:** clean - **Scanned:** 2026-09-25T05:25:12.378Z - **Version scanned:** live - **CVEs:** no coverage — this entry has no package coordinates to query OSV against, so "no known CVEs" is NOT asserted for it. ## Tools 29 declared. Observed from a live `tools/list` probe. - `search_outliers` — 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 pla - `search_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 - `get_post` — 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 o - `get_profile` — Fetch one tracked profile by id: follower count, bio, average views/likes/engagement across time windows, and recent tracked posts. The averages are the baselin - `request_transcript` — 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 wi - `request_visual_analysis` — 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 rec - `crawl_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. Async - `get_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 n - `get_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, mont - `compare_profiles` — 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, engageme - `niche_trends` — Returns the top overperforming posts in a niche over a recent window (default one week), plus a breakdown of which content types are driving the trend and which - `resolve_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 - `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 i - `remix_post` — 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 de - `get_remix_result` — Returns the finished remix for a remix_post job: adapted title, description, script segments, why-it-went-viral analysis (whyItWorks) and checklist. Free to cal - `create_topup_link` — Creates a Stripe Checkout link for a credit pack, so when the balance runs out mid-task you can hand the account owner a one-click payment link instead of instr - `report_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 - `track_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 - `untrack_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 sea - `list_tracked_profiles` — Returns every profile you are currently monitoring, with its handle, platform, follower count, refresh cadence, next scheduled crawl time, when it was last chec - `create_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 wa - `list_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 - `get_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 - `add_watchlist_profiles` — 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 ca - `remove_watchlist_profiles` — 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 profileI - `delete_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 - `get_tracked_updates` — 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 adva - `get_trending_outliers` — Returns the current top trending outlier posts across TikTok, Instagram and YouTube, deduplicated to one per creator. Free and unauthenticated (rate-limited per - `get_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 ## Install **Verdict: review** — Installable, but 2 things to check first: No CVE coverage: this entry has no npm/PyPI coordinates to query OSV against, so "no known vulnerabilities" is not a claim that can be made about it. **Cautions** (coverage gaps and advisories — never blocking) - No CVE coverage: this entry has no npm/PyPI coordinates to query OSV against, so "no known vulnerabilities" is not a claim that can be made about it. - No publisher has proved control of this listing; it is indexed, not vouched for. **Config** (claude-code): ```json "{\n \"mcpServers\": {\n \"viral-outliers\": {\n \"type\": \"http\",\n \"url\": \"https://viraloutliers.com/api/mcp\"\n }\n }\n}" ``` ## Blast radius Moderate to extensive — no credential declaration found, from the publisher, the upstream registry, or the README. Known so far: deletes data; runs on someone else's infrastructure. - Floor 33, ceiling 57 (tier: unknown) - `unknown` means the floor and ceiling land in different bands — not measured enough to name one. It does not mean low. - This is impact, not likelihood. A high radius is not a defect: a filesystem server is supposed to write files. It is never part of the trust score. ## Machine-readable views of this entry - Signed JSON: https://forgeregistry.com/api/v1/packages/com.viraloutliers%2Fviral-outliers - Install plan: https://forgeregistry.com/api/v1/packages/com.viraloutliers%2Fviral-outliers/install-plan - Alternatives: https://forgeregistry.com/api/v1/alternatives/com.viraloutliers%2Fviral-outliers - HTML page: https://forgeregistry.com/registry/com.viraloutliers%2Fviral-outliers - MCP: POST https://forgeregistry.com/api/mcp → `forge_get_package` / `forge_install_plan` ## About this document Generated by Forge (https://forgeregistry.com) — a compact rendering of the same record served, signed, at the JSON URL above. Trust and scan facts are the registry's own measurements; anything Forge did not measure is named as unmeasured rather than omitted.