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Search Viral Outlier Posts

search_outliers
Read-onlyIdempotent

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.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number, 1-based. A search serves its first 1,000 posts; a page past that is refused at no charge, so narrow the filters instead.
queryNoKeyword search over captions/titles
handleNoExact creator handle filter
sortByNo
maxViewsNo
minViewsNo
pageSizeNoResults per page, 1 to 100 (default 25). Billed per 25 posts returned: 25 costs 1 credit, 100 costs 4.
platformsNo
timeFrameNo
categoryIdNoNiche filter: a category id from list_categories (covers its subtree)
watchlistIdNoScope to the creators in one of your watchlists (id from list_watchlists)
contentTypesNo
maxFollowersNo
minFollowersNo
maxOutlierScoreNo
minOutlierScoreNo
maxEngagementRateNo
minEngagementRateNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / page / description
      Added value: +"Page number, 1-based. A search serves its first 1,000 posts; a page past that is refused at no charge, so narrow the filters instead."
    • addedInput schema / properties / pageSize / description
      Added value: +"Results per page, 1 to 100 (default 25). Billed per 25 posts returned: 25 costs 1 credit, 100 costs 4."
  2. Changed1 schema field changed
    • addedInput schema / properties / categoryId
      Added value: +{
      +  "description": "Niche filter: a category id from list_categories (covers its subtree)",
      +  "type": "string"
      +}
  3. Changed1 schema field changed
    • addedInput schema / properties / watchlistId
      Added value: +{
      +  "description": "Scope to the creators in one of your watchlists (id from list_watchlists)",
      +  "type": "string"
      +}
  4. First observed

TDQS

Score is being calculated.

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