youtube-outlier-research vs Caelario
youtube-outlier-research is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
youtube-outlier-research is a plugin bundle for AI coding tools published by Adesia. No marketplace we read lists it any more. Caelario is an MCP server published by chunkydonut21. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Caelario | |
|---|---|---|
| Community marketplace adesiahq/bangermap-integrations | Removed on 2026-10-15 Version: 1.0.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.1.5 Downloads/month (npm): 201 Downloads/week (npm): 35 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | youtube-outlier-researchno longer listed · | Caelario |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) | 0 | 0 |
| Forks (GitHub) | 0 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (caelario-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 1, secrets among them: 1 |
| Parts of the bundle (differs) | 1 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/adesiahq/bangermap-integrations | github.com/chunkydonut21/caelario-mcp |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-12 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of youtube-outlier-research
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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ShortsMonkey YouTube Outlier Research
Find YouTube outliers, daily viral Shorts, and analyze video performance.
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Find YouTube outliers, videos that beat their channel's own baseline, on your own free API key.
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YouTube research: channel and video stats, transcripts, outlier videos and viral title formats.
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YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai
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Reel25 — Video Analytics for TikTok, Instagram & YouTube
Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.
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YouTube Scraper: Comments, Dislike Estimates, No API Key
YouTube videos and channels with top comments in the same row, plus dislike estimates. No API key.
What each says it does
youtube-outlier-research
YouTube outlier finder and competitor research. Ranks a channel's recent uploads and Shorts by how far each beat that channel's own baseline views, compares channels, and sweeps a niche for video ideas that already worked. Runs on your own free YouTube Data API key, unmetered.
Caelario
MCP server for Instagram, TikTok, YouTube, X and Facebook data extraction and automation.
How to run each
youtube-outlier-research
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Caelario As a local MCP server: npm package
claude mcp add --env "CAELARIO_API_KEY=<YOUR_CAELARIO_API_KEY>" --transport stdio caelario -- npx -y caelario-mcpRequires: CAELARIO_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of youtube-outlier-research publish no settings it asks for, so we do not compare settings.
What it can do: youtube-outlier-research · What it can do: Caelario · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.