Best MCP Servers for Research (2026)

#4 Tooluniverse

Why it’s hereCommunity pick

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

#5 Openevidence MCP

Why it’s hereCommunity pick

Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions

#6 Scholar Sidekick MCP

mlava

Why it’s hereCommunity pick

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.

#7 Sourcelibrary V2

Embassy-of-the-Free-Mind

Why it’s hereCommunity pick

Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from Source Library

#8 Idea Reality MCP

mnemox-ai

Why it’s hereCommunity pick

Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints.

#9 Yade MCP

yusong652

Why it’s herePopular pick — 1 upvotes

MCP server for YADE — open-source discrete element method (DEM) engine for granular and particle simulation. Browse API docs with BM25 search, execute code via synchronous REPL or async background tasks, monitor progress, and review task history.

#10 Scholar Feed MCP

YGao2005

Why it’s hereCommunity pick

Semantic search over 600k+ CS/AI papers with citation-graph traversal, full-text extraction, embeddings, and BibTeX export. Works anonymously or with a free key. Install: npx scholar-feed-mcp init.