# YGao2005/scholar-feed-mcp

Source: https://glimind.com/server/awesome%2Fygao2005%2Fscholar-feed-mcp
Registry id: `awesome/ygao2005/scholar-feed-mcp`
Status: unknown

## Tools (27)

- `add_to_collection`: Add a paper to a collection by name or ID (auto-saves).
- `annotate_paper`: Record verdict on a paper; upserted and returned by list_library.
- `ask_library`: Cited synthesis over your library or one collection (free 20/month).
- `check_drift`: Check if a method is superseded and by what.
- `check_watches`: Pull new matches since last digest (read-only, idempotent).
- `co_author_graph`: Co-authorship neighborhood for an author.
- `create_collection`: Create a named collection (get-or-create).
- `create_watch`: Standing daily-evaluated saved search; get-or-create by name.
- `delete_watch`: Delete a watch by name or ID (idempotent).
- `embed_text`: Get 768-dim Gemini embedding for text (Pro-only).
- `fetch_fulltext`: Read a paper's text by section, up to 8 papers per call.
- `find_author`: Find researchers by topic/name query or retrieve profile by ID.
- `find_gaps`: Find foundational and frontier work you haven't saved (Pro).
- `get_citations`: Citation graph with outgoing references or incoming citations.
- `get_field_orientation`: Retrieval orientation for a research area: top papers, subfields, open problems.
- `get_foundational_lineage`: Foundational work for a paper's niche via citation graph.
- `get_paper`: Get full paper details by arXiv ID, batch lookup, and BibTeX export.
- `like_paper`: Calibration signal for For You feed (insert-only).
- `list_collections`: List collections with paper counts.
- `list_library`: List saved papers, newest first, with notes.
- `list_watches`: List watches with summary, last_evaluated_at, and pending_hits.
- `preview_watch`: Dry-run structured criteria filter over recent papers without creating a watch.
- `remove_from_collection`: Remove a paper from a collection (stays saved).
- `save_paper`: Bookmark a paper to your library (idempotent).
- `search_papers`: Semantic and keyword search with filters, 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 novelty_min, or retarget criteria.

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.