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web-research

v0.1.0

by MiniMax-AI · author: stevenjj33

End-to-end web research: search the web via Tavily keyless, then fetch each URL with a free-first cascade (defuddle → Tavily extract → mcode browser fallback). One Skill, one Python entry point.

What web-research does, in the publisher's words

End-to-end web research for MiniMax Code: search the web via Tavily (keyless, no API key required) and fetch each URL with a free-first cascade, defuddle → Tavily /extract → mcode in-app browser. One Skill, one Python entry point, no bash required.

Research inside an agent usually means three separate tool calls, three failure modes, and a manual paste-into-context step. This plugin collapses the whole flow into a single Skill invocation that the agent runs end-to-end and then summarises.

After installing the plugin, ask the agent:

  • https://api.tavily.com/search (Tavily Search, keyless by default): sends the user's query to Tavily. Tavily then forwards the query to the upstream search engines it is configured with (Google, Bing, etc.). The script never follows HTTP redirects; a 3xx is an error. No telemetry is sent by this script. Authorization: optional TAVILY_API_KEY Bearer, or X-Tavily-Access-Mode: keyless.

From the project README, punctuation lightly normalized · Open the README on GitHub

Skills
1
MCP servers
0
Stars
21
License
Apache-2.0
Repo created
2026-08-17
Last pushed
2026-10-20
Publisher type
Organization
Version
0.1.0

Links

Skills · 1

web-research
Use when the user asks to research a topic on the web, gather information from multiple sources, do a literature scan, summarize recent developments on a subject, or look up articles. Triggers on requests like "调研 X", "找几篇关于 Y 的文章", "research Z", "汇总 Q 的资料", "look up the latest on W". Do NOT use fo…

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

Category

Research & Search. Assigned by this directory. Agent Plugins 1.0.0 has no category field, so no manifest declares one.

Keywords

web · research · search · tavily · defuddle · extract · markdown

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✓ Verified . We fetched the manifest from GitHub and checked it against the official Agent Plugins 1.0.0 schema at agent-plugins.org.