Viral Outliers
com.viraloutliers/viral-outliers · 1.0.0
Find viral outlier posts on TikTok, Instagram and YouTube, pull creator stats, and crawl on demand.
Nobody here has read this server's code, because it publishes none. The description above is the maker's own, from the registry. A connection test shows whether it answers and what tools it says it has; it never calls a tool, so it cannot show what one does with your data.
Where it sits in the directory's order
What can be seen from outside, weighed as the directory publishes.
Observable signals: 60 of 100 points (at most 60 here)
| Input | Points | What was seen |
|---|---|---|
| Source published | held at 0 | No entry here publishes source: that is what puts it in this directory. |
| Licence stated | held at 0 | With no files, there is nothing for a licence to be stated in or held against. |
| Advisory state | held at 0 | Advisory databases index packages, and these entries publish none, so there is nothing to look up. |
| Auth declared | 15 of 15 | The registry entry declares a key or a token. |
| Latest connection test reached it | 20 of 20 | The latest test had its handshake answered. |
Where it answers
https://viraloutliers.com/api/mcpstreamable-httpx-api-keyoptional, secret: Your Viral Outliers API key (so_live_...). Create one at https://viraloutliers.com/settings. Optional: the free trending tool works without it.
Connection test
The MCP handshake, then a request for the tool list, with no key and no data of yours. Run nightly, and by anyone, at most once every ten minutes per server.
It completed the handshake and listed 34 tools.
- Protocol
- 2025-06-18
- Calls itself
- viral-outliers 1.0.0
- Handshake time
- 325 ms
- HTTP status
- 200
The tools it lists (34, as of 2 hours ago)
The tool-description rules found nothing in these descriptions. They look for instructions aimed at a model and for hidden characters; they cannot see what a tool does when it runs.
search_outliersSearch 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 deactiv
search_profilesSearch 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 call.
list_categoriesReturns 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. C
find_related_social_media_profilesDiscover new creators on TikTok, Instagram or YouTube from one seed: a creator handle (walks who they follow on TikTok, who they collaborate with, tag or mention on Instagram), a hashtag, or a search phrase. Every account surfaced is screened live with one provider call (recent posts: how many reached 5k+ views, posting activity, newest post) and judged for topic relevance from its bio and captions, then returned ranked with recommended = qualified and on-topic. Accounts already in the database come back flagged known with their profileId. Nothing is crawled or added automatically: call crawl_
How this entry becomes a listing
For the maker. The catalogue lists what it can read, and this server publishes nothing to read yet. There are two routes, and only the first is open today.
Publish the source Open today
- Put the server's source in a public repository on github.com, with a licence.
- Keep a server.json in that repository naming this server,
com.viraloutliers/viral-outliers, and declare the repository in it:"repository": { "url": "https://github.com/owner/repo", "source": "github" }, adding"subfolder"when the server lives in a folder. - Publish that version to the official MCP registry.
- The nightly registry sweep records the declaration. This page stays, dated, and says the source is declared but not yet read.
- The catalogue reads declared repositories at a pinned commit, in batches run by hand, and lists the servers that meet the batch's rules (among them a server.json at that commit naming the server, an https endpoint and a licence). When it lists this server, this page links to the listing. There is no schedule, so no date can be promised.
List it through the maker studio Not open yet
From the official MCP registry, last updated there 55 days ago. The registry entry · viraloutliers.com