MCP-native coverage
40 channels, one query.
Open-source Deep Research across academic, code, news, social, video, and 10+ Chinese sources with an LLM-decoupled host model.
Academic
arXiv
arxiv
PubMed
pubmed
OpenAlex
openalex
DBLP
dblp
Semantic Scholar
semantic-scholar
Code & Dev
GitHub
github
Stack Overflow
stackoverflow
dev.to
devto
Hugging Face
huggingface
GitLab
gitlab
Bitbucket
bitbucket
Tech News
Hacker News
hackernews
TechCrunch
techcrunch
The Verge
theverge
Google News
googlenews
InfoQ
infoq
Social (Global)
Discord
discord
Mastodon
mastodon
Chinese
Xiaohongshu
xiaohongshu
Bilibili
bilibili
Zhihu
zhihu
36Kr
36kr
Douyin
douyin
WeChat Channels
wechat-channels
Xueqiu
xueqiu
Baidu Tieba
baidu-tieba
Video
YouTube
youtube
Bilibili
bilibili-video
Vimeo
vimeo
Forums & Niche
Linux.do
linux-do
Discourse
discourse
SEC EDGAR
sec-edgar
Wikipedia
wikipedia
Wikidata
wikidata
Jina Reader
jina-reader