{"schema_version":1,"snapshot_id":"bfb936f5ceae4a7427f93961201723779c3021545a3c4222395e8678314c3e55","generated_at":"2026-10-17T21:51:24.907033+00:00","notice":"Potential GTM matches from directory metadata and model triage. Discovered does not mean vendor-verified or tested. Pending records remain under review; pricing and install details require primary sources.","canonical_url":"https://gtmmcps.com/discoveries/cd0bd429e99be9749646","record":{"id":"cd0bd429e99be9749646","name":"TopYappers","aliases":["TopYappers"],"description":"# TopYappers\n\nSocial media intelligence for AI agents. Access viral content discovery, influencer search across TikTok, Instagram & YouTube, and trending song charts — all through a single MCP connection.\n\n## What it does\n\nTopYappers gives AI agents real-time access to social media data across three domains:\n\n- **Viral Content** — Discover trending TikTok posts filtered by category, country, virality score (views÷followers), date range, music/sound, and opening hooks. Understand what's going viral and why.\n- **Creators & Influencers** — Search a database of 30M+ creators across TikTok, Instagr","repository_url":null,"sources":[{"source_id":"smithery","url":"https://api.smithery.ai/servers","observed_at":"2026-10-17T21:40:22.481400+00:00","source_record_id":"668e6473-f508-49e6-a371-10de7b2abf41","source_record_name":"top/yappers"}],"relevance_signals":["competitive intelligence","email","marketing","social media"],"classification":{"label":"pending","method":"not-yet-classified"},"catalog_ids":[],"verification_status":"discovered","vendor_ownership":"not-verified","execution_tested":false,"pricing_status":"not-verified","documentation_status":"not-verified"}}