Alternatives to youtube_trending_shorts
10 tools grouped by content-media — a rough corpus-diversity category (see methodology), not a rigorous similarity match. Ranked within measurement tier, same as search — a shallow-tier tool is never pushed down for having less data; it’s shown in its own band with its state stated plainly.
| Tool | Score | Tier | Trials | Transport | Auth | Side effects |
|---|---|---|---|---|---|---|
| youtube_trending_shortsio.github.CDCStream/captapi · this tool | 100.0 | shallow | 1 | remote + stdio | self-provisionable | unclassified |
| abm_architectio.github.getgapup/mcp-knowledge | 100.0 | shallow | 1 | remote | self-provisionable | unclassified |
| abm_lookalike_account_finderio.github.getgapup/mcp-knowledge | 100.0 | shallow | 1 | remote | self-provisionable | unclassified |
| about_buildercom.runoscript/runoscript | 100.0 | shallow | 1 | remote | self-provisionable | unclassified |
| about_pure_reportreport.pure/news | 100.0 | shallow | 1 | remote | self-provisionable | unclassified |
| about_radixiaai.radixia/blog | 100.0 | shallow | 1 | remote | open | unclassified |
| accept_programming_proposalio.poolparty/main-stage-airtime | 100.0 | shallow | 1 | remote | open | unclassified |
| account_capabilitiesio.github.ndesv21/socialclaw | 100.0 | shallow | 1 | remote + stdio | self-provisionable | unclassified |
| account_expansion_mapperio.github.getgapup/mcp-knowledge | 100.0 | shallow | 1 | remote | self-provisionable | unclassified |
| account_groups_list_account_groupscom.zernio/zernio | 100.0 | shallow | 1 | remote | gated | unclassified |
| account_request_upgradeai.unquant/unquant | 100.0 | shallow | 1 | remote | self-provisionable | unclassified |
The behaviour-score component breakdown and the per-probe evidence are on each tool’s report card; a two-tool side-by-side shows every component. “—” means a value isn’t published, never a zero.