YouTube Research MCP vs io.github.leekung125/web-data-toolkit
YouTube Research MCP is an MCP server published by coyaSONG. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.leekung125/web-data-toolkit is an MCP server published by leekung125. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-02. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  YouTube Research MCP |  io.github.leekung125/web-data-toolkit |
|---|---|---|
| Official MCP Registry | Listed Version: 2.0.0 Downloads/month (npm): 769 Downloads/week (npm): 95 Forks (GitHub): 11 Stars (GitHub): 27 Not marked · First seen |
Listed Version: 1.2.0 Forks (GitHub): 0 Stars (GitHub): 1 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 Research MCP | io.github.leekung125/web-data-toolkit |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 27 (better) | 1 (worse) |
| Forks (GitHub) (differs) | 11 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (@coyasong/youtube-mcp-server) | Remote server (web-data-toolkit.vercel.app/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/coyasong/youtube-mcp-server | github.com/leekung125/web-data-toolkit-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 6 days ago |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
YouTube Research MCP
Citation-ready YouTube transcript research and optional channel intelligence for AI agents.
io.github.leekung125/web-data-toolkit
YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews.
How to run each
YouTube Research MCP As a local MCP server: npm package
claude mcp add --env "YOUTUBE_API_KEY=<YOUR_YOUTUBE_API_KEY>" --transport stdio youtube-research -- npx -y @coyasong/youtube-mcp-serverRequires: YOUTUBE_API_KEY (secret)
io.github.leekung125/web-data-toolkit As a remote MCP server
claude mcp add --transport http web-data-toolkit https://web-data-toolkit.vercel.app/mcp --header "x-api-key: <YOUR_X_API_KEY>"Requires: x-api-key header
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only io.github.leekung125/web-data-toolkit has a remote endpoint we check. How we check endpoints
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 io.github.leekung125/web-data-toolkit publish no settings it asks for, so we do not compare settings.
What it can do: YouTube Research MCP · What it can do: io.github.leekung125/web-data-toolkit · Compare two other plugins
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.