Ssemble AI Clipping vs Youtube Video Analyzer
A side-by-side look at the Ssemble AI Clipping and Youtube Video Analyzer MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Ssemble AI Clipping for multimedia process work as a local process; choose Youtube Video Analyzer for multimedia process as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Ssemble AI Clipping when
- You need dedicated capabilities in the Multimedia Process domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
SSEMBLE_API_KEY, SSEMBLE_API_BASE_URL. - You want tools like
create_short, get_status, get_shorts.
Choose Youtube Video Analyzer when
- You need dedicated capabilities in the Multimedia Process domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
GEMINI_API_KEY. - You want tools like
analyze_youtube_video, analyze_long_youtube_video, continue_long_video_analysis.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Multimedia Process | Multimedia Process |
| Quality signal | 53/100 · Good | 56/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | SSEMBLE_API_KEYSSEMBLE_API_BASE_URL | GEMINI_API_KEY |
| Verified owner | Community listing | Community listing |
| GitHub stars | 7 | 5 |
| Directory activity | 1 views 0 installs 0 upvotes | 1 views 0 installs 0 upvotes |
| Tools | 9 | 3 |
| Full listing | View Ssemble AI Clipping | View Youtube Video Analyzer |
Tools & capabilities
Ssemble AI Clipping tools 9
create_shortCreate AI-generated short clips from a video. Returns request ID instantly.get_statusCheck processing progress (0-100%) and current stepget_shortsRetrieve completed clips with video URLs, titles, viral scoreslist_requestsList all your requests with pagination and status filteringdelete_requestPermanently delete a request and its videoslist_templatesBrowse caption style templateslist_musicBrowse background music trackslist_game_videosBrowse gameplay overlay videoslist_meme_hooksBrowse meme hook attention-grabber clips
Youtube Video Analyzer tools 3
analyze_youtube_videoAnalyze a public YouTube video with Google Gemini. The YouTube URL is normalized to a canonical watch URL, then sent as video input with optional clip offsets attached through videoMetadata. Detects the dominant language of the video, returns natural-language fields in that language, and accepts an optional custom JSON schema.analyze_long_youtube_videoAnalyze a long public YouTube video with Gemini long-video handling. Auto mode prefers uploaded-file analysis first because Files API is the recommended path for long videos, and falls back to URL chunks when needed. Direct YouTube URL chunking remains available as an explicit strategy for public videos, but should be treated as a preview-oriented convenience path.continue_long_video_analysisContinue analyzing a previously uploaded long-video session. When possible, this tool reuses the cached uploaded asset created by analyze_long_youtube_video instead of re-downloading the video.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Ssemble AI Clipping
{
"mcpServers": {
"ssemble-ai-clipping-2": {
"command": "npx",
"args": [
"-y",
"@ssemble/mcp-server"
],
"env": {
"SSEMBLE_API_KEY": "YOUR_SSEMBLE_API_KEY_HERE",
"SSEMBLE_API_BASE_URL": "YOUR_SSEMBLE_API_BASE_URL_HERE"
}
}
}
}
Youtube Video Analyzer
{
"mcpServers": {
"youtube-video-analyzer": {
"command": "npx",
"args": [
"-y",
"@ludylops/youtube-video-analyzer-mcp"
],
"env": {
"GEMINI_API_KEY": "YOUR_GEMINI_API_KEY_HERE"
}
}
}
}
Frequently asked questions
Ssemble AI Clipping is categorized under Multimedia Process and uses a local stdio subprocess. Youtube Video Analyzer belongs to Multimedia Process and uses a local stdio subprocess. Pick Ssemble AI Clipping for multimedia process work and Youtube Video Analyzer for multimedia process.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Ssemble AI Clipping has no declared pricing — check the project's own site. Youtube Video Analyzer has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add ssemble-ai-clipping-2 and youtube-video-analyzer as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Ssemble AI Clipping has a quality signal of 53/100 (Good) with 1 views, 0 installs and 7 GitHub stars. Youtube Video Analyzer has 56/100 (Good) with 1 views, 0 installs and 5 GitHub stars.