diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -3055,6 +3055,7 @@ Tools for conducting research, surveys, interviews, and data collection.
 - [joelgombin/andre-mcp](https://github.com/joelgombin/andre-mcp) [![joelgombin/andre-mcp MCP server](https://glama.ai/mcp/servers/joelgombin/andre-mcp/badges/score.svg)](https://glama.ai/mcp/servers/joelgombin/andre-mcp) ☁️ - French election results from 1999 to 2026 at polling-station level (55 elections), cross-referenced with INSEE socio-demographic data, elected representatives and official administrative boundaries. Electoral maps, vote-reserve analysis, cross-election panels and read-only SQL over DuckDB. Hosted, no auth, no install: `https://mcp.andre.vote/mcp`, also listed as a [hosted connector on Glama](https://glama.ai/mcp/connectors/vote.andre/elections).
 - [tushariitr-19/immigration-mcp](https://github.com/tushariitr-19/immigration-mcp) [![tushariitr-19/immigration-mcp MCP server](https://glama.ai/mcp/servers/tushariitr-19/immigration-mcp/badges/score.svg)](https://glama.ai/mcp/servers/tushariitr-19/immigration-mcp) 🏎️ 🍎 🪟 🐧 - MCP server for US immigration guidance — live Visa Bulletin, priority date checker and immigration term explanations. Free to use.
 - [kimimgo/viznoir](https://github.com/kimimgo/viznoir) [![viznoir MCP server](https://glama.ai/mcp/servers/kimimgo/viznoir/badges/score.svg)](https://glama.ai/mcp/servers/kimimgo/viznoir) 🐍 🏠 🐧 - Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa.
+- [Liyux3/scholar-mcp](https://github.com/Liyux3/scholar-mcp) [![Liyux3/scholar-mcp MCP server](https://glama.ai/mcp/servers/Liyux3/scholar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Liyux3/scholar-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Federated academic paper search across OpenAlex, Semantic Scholar, arXiv, PubMed, OpenReview and more with RRF fusion, citation graphs with PageRank, full-text paper reading, PDF download, and a local paper library with Zotero, Obsidian, and Notion connectors.
 - [lizhuojunx86/chinese-history-mcp](https://github.com/lizhuojunx86/chinese-history-mcp) [![lizhuojunx86/chinese-history-mcp MCP server](https://glama.ai/mcp/servers/lizhuojunx86/chinese-history-mcp/badges/score.svg)](https://glama.ai/mcp/servers/lizhuojunx86/chinese-history-mcp) 🐍 🏠 🍎 🪟 🐧 - Query 9 classical Chinese texts (pre-Qin to Wei-Jin: 史记/汉书/后汉书/三国志/左传/论语/孟子/吕氏春秋/资治通鉴) by event, person, modern place name, or virtue — every result cites 【book · chapter · paragraph】 with original-text evidence and an honest `review_status`. Zero-dependency stdlib stdio JSON-RPC.
 - [michaelellis003/paperboy](https://github.com/michaelellis003/paperboy) [![michaelellis003/paperboy MCP server](https://glama.ai/mcp/servers/michaelellis003/paperboy/badges/score.svg)](https://glama.ai/mcp/servers/michaelellis003/paperboy) 🐍 🏠 ☁️ - Send research papers from Claude to a Kindle or Kobo, with Zotero as the source of truth. Searches arXiv and OpenAlex, recommends related work via the Semantic Scholar citation graph, queues papers in a Zotero collection, and delivers the PDFs by email or Dropbox. Receipts report file sizes and name anything that could not be sent.
 - [mlava/scholar-sidekick-mcp](https://github.com/mlava/scholar-sidekick-mcp) [![mlava/scholar-sidekick-mcp MCP server](https://glama.ai/mcp/servers/mlava/scholar-sidekick-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mlava/scholar-sidekick-mcp) 📇 ☁️ 🍎 🪟 🐧 - Resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into structured CSL JSON, format in 10,000+ citation styles, or export to BibTeX/RIS/EndNote/Zotero RDF/CSV. Single or batch. Install: `npx -y scholar-sidekick-mcp`.