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Skill

qwen-mm-plugins-search

search and extract web and image data

Published by Qwen Updated Aug 12
Covers Data Extraction Web Scraping MCP Search

Description

Web and reverse-image search MCP tools (Serper) for confirming facts — web_search (find facts), web_extractor (read a page in depth), image_search (reverse-search a frame to identify an entity). Use to verify anything you cannot confirm from the media alone.

SKILL.md

Qwen-MM-Plugins Search

You have qwen-mm-plugins-search MCP tools available. They call the Serper API to look things up on the web. Needs SERPER_API_KEY.

Check the qwen-mm-plugins-search tools in your tool list for full schemas and parameters.

When to Use Which Tool

  • Search the web for facts → web_search
  • Read a web page in depth → web_extractor
  • Reverse image search to identify an entity from a frame/photo → image_search

Confirm Before You Commit

Any question that needs external knowledge — identifying a specific thing, OR a fact about what's shown that you cannot confirm from the media alone — MUST be confirmed with a search before you answer. Never commit from appearance alone.

Typical flow (spans capabilities):

  1. Watch the video with qwen-mm-plugins-core's read_video — for a long video do a low-fps overview first (~32 frames, fps≈32/duration), then zoom. Don't run ffmpeg/montage yourself.
  2. Grab the frame to search with core's save_view (times=[...]).
  3. image_search (reverse-search the frame) and/or web_search to confirm the identity/fact.
  4. Optionally cross-check appearance with qwen-mm-plugins-api's vision_chat.

Details and worked examples in references/video_search.md.

Relationship to Other Capabilities

  • Frames come from qwen-mm-plugins-core (save_view / read_video) — this capability does not read media.
  • Model-based understanding (caption, OCR, grounding, ASR) → qwen-mm-plugins-api.

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