Individual skill
qwen-mm-plugins-search
Web search and page extraction MCP tools (Serper, Exa, Tavily, or Serply) plus Serper Lens reverse-image search 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.
src/capabilities/search/skill/SKILL.md
Source commit 8c2bd5c46b6a00814624202203a30284e4e6b43c
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 3,201
- Repository last updated
- Nov 10, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
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SKILL.mdcore · 2,394 bytesreferences/video_search.mddoc · 3,868 bytes
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# Web Search and Verification
You have `qwen-mm-plugins-search` MCP tools available. With `QWEN_MM_SEARCH_BACKEND` unset or set to `auto`, `web_search` and `web_extractor` choose the first configured key in this order: `SERPER_API_KEY`, `TAVILY_API_KEY`, `EXA_API_KEY`, `SERPLY_API_KEY`. Set the selector to `serper`, `tavily`, `exa`, or `serply` to pin a backend; explicit selection does not fall back when its key is missing. Independently of that selection, `image_search` always uses Serper Lens and reads `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`. Its optional `bbox` uses 0–1000 coordinates after EXIF orientation, matching core `read_image`/`crop` and API `grounding`.
## Confirm Before You Commit