MCPVault

find_similar_papers

MCP tool from Paper Pilot by aytzey

Related work expansion from a seed paper

How to use it

find_similar_papers is exposed by the Paper Pilot MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the find_similar_papers tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Paper Pilot

$uvx --from git+https://github.com/aytzey/paper-pilot paper-pilot demo "retrieval augmented generation"
FULL PAPER PILOT LISTING

Other tools in Paper Pilot (11)

deep_read_topic

Everything above + full-text extraction with evidence chunks

extract_local_pdf_text

Text extraction from any local PDF

get_pdf_page_text

Exact text of specific PDF pages as JSON, for fine-grained lookups (no base64)

graph_topic

Render an interactive citation / relatedness graph (HTML) for a topic

healthcheck

Verify all connections are up

inspect_open_access_pdf

OA availability check and PDF preview

list_zotero_collections

List collections in your local or web Zotero library

read_pdf_document

Return a downloaded PDF's local path and resource link (embed base64 only on request)

render_pdf_pages

Render PDF pages as images the model can see (figures, tables, layout)

research_topic

Full pipeline: search, download, report, optional citation graph + Zotero sync

search_literature

Fine-grained multi-source academic search (6 databases)