Scholar Feed MCP
未认领MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, embeddings, and BibTeX. Works with Claude Code, Cursor, and any MCP client. No signup required.
安装
npx scholar-feed-mcp@latest init更多Search & Web服务器
浏览完整目录安全概况
已认领和已认证的服务器每周接受一次静态扫描，显示代码能触及的范围（外部服务、环境变量、shell 命令、代理配置目录）以及带有已知公告的依赖。认领此列表即可获得。 安全概况的工作原理
26 个工具中显示 26 个
文档中列出的工具 (26)
内容来自项目文档。服务器握手不会验证每个工具的说明或行为。
add_to_collection
Add a paper to a collection by name or id (also auto-saves).
ask_library
"Answer from my saved set": a cited synthesis over your library or one collection, grounded only in papers you've saved (read-only). The inverse of findgaps. Free 1/month, then Pro 200/day.
check_drift
"Is the method I use superseded — and by what?" Critique receipts + benchmark-dominance edges over ~10 LLM builder-problem families. No Pro quota.
check_watches
Pull new matches since the last digest (read-only, idempotent).
co_author_graph
Co-authorship neighborhood for an author
create_collection
Create a named collection (get-or-create; no error on duplicate).
create_watch
Standing daily-evaluated saved search; get-or-create by name. Define it with a structured criteria filter (recommended) or a single seed selector.
delete_watch
Delete a watch by name or id (idempotent).
embed_text
Get a 768-dim Gemini embedding for text (for HyDE and custom similarity). Pro-only, so anonymous/free callers get a 403 prorequired.
fetch_fulltext
Extract results/experiments from LaTeX source
find_author
Find researchers by topic/name query, or retrieve a profile by ID.
find_gaps
"What am I missing?" for a collection or topic: foundational + frontier work you haven't saved (read-only, Pro).
get_citations
Citation graph (outgoing refs or incoming citations)
get_field_orientation
Cheap retrieval orientation for a research area: top papers, subfields, open problems. No Pro quota.
get_foundational_lineage
Foundational work for a paper's niche via the citation graph (consensus-then-lift): nicheroots → fieldlevel → discipline, with citedbyinniche evidence. Surfaces canonical anchors semantic search misses. No Pro quota.
get_paper
Get full paper details by arXiv ID. Also handles batch lookup and BibTeX export.
like_paper
"More like this" calibration signal for the For You feed (insert-only).
list_collections
List collections with paper counts.
list_library
List your saved papers, newest first.
list_watches
List watches with summary, lastevaluatedat, and pendinghits.
preview_watch
Dry-run a structured criteria filter over recent papers without creating a watch; returns matchcount and a sample to tune before saving. Read-only.
remove_from_collection
Remove a paper from a collection (stays saved).
save_paper
Bookmark a paper to your library (idempotent; feeds personalization).
search_papers
Semantic + keyword search with filters. Also does similar-paper discovery, citation-scoped search, and trending.
unsave_paper
Remove a paper from your library (idempotent).
update_watch
Edit a watch in place: rename, change noveltymin, or retarget its structured criteria (clears pending hits). Address by name or id.