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Writing AI-assisted academic text: which MCP tools should I connect?

·502 words·3 mins

AI can be an excellent tool to help scientists develop ideas, write papers, and refine their output. My impression is that resistance to adoption comes from a real limitation: research requires more than text editing. It requires connecting to the sources of knowledge. Since Anthropic popularized MCP servers, that connection has become practical. MCP (Model Context Protocol) is an open standard that lets AI models communicate directly with external tools and data sources. For scientists, this means your AI assistant can search the literature, retrieve papers, and rank them by citation impact, all within the same conversation. The best source for this is Scite, a paid service that not only counts citations but tells you whether a paper was supported or contradicted by subsequent work. Here I present the best free and low-cost alternatives, what each one is good for, and how to combine them depending on your workflow. The ranking below compares seven available MCP servers across citation quality, coverage, and workflow fit, with notes on what to pair with what. I have tried some of them and find them useful for different purposes.I’d genuinely like to hear what has worked for you.patricio@pperezh.com.

#ToolMCP statusKey strengthsScore
✦ Paid / freemium ✦
✦ Free tier: best alternatives ✦
2
200M+ papers
✓ MCP available self-hosted
semantic-scholar-fastmcp via Smithery/GitHub
sort by citations influential citations TLDR summaries paper recommendations
Closest free Scite substitute. Free API key optional but raises rate limits.
9/10
3
250M+ works
✓ MCP available self-hosted
openalex-research-mcp on GitHub — no API key needed
citation counts related works topic trends 100K calls/day free
Best for citation graph expansion. No citation context (supporting/contrasting) but massive free coverage.
8.5/10
4
36M+ biomedical
✓ MCP connected already yours
Live in your Claude connectors
MeSH precision plant biology coverage no citation counts
Best discipline precision for life sciences. Pair with Semantic Scholar or OpenAlex for impact ranking.
7/10
✦ Free tier: useful for specific steps ✦
5
Your personal library
✓ MCP available self-hosted
zotero-mcp (54yyyu) via PyPI/GitHub
manage saved refs PDF annotations BibTeX export retraction alerts
Not for discovery — for organising what you already have.
6.5/10
6
20+ source aggregator
✓ MCP available self-hosted
openags/paper-search-mcp on GitHub
bioRxiv preprints broad source coverage no citation ranking
Good for catching very recent plant biology preprints. Breadth over depth.
6/10
7
CiteAs + Google Scholar
✓ MCP available self-hosted
@ndchikin/reference-mcp via Smithery/uvx
BibTeX retrieval formatting only
Narrow use case — formats citations you already know. Not for discovery or ranking.
4.5/10
✦ Excluded ✦
arXiv MCP
availableWrong discipline — physics/CS/math. bioRxiv (inside Paper-Search MCP) is the plant biology preprint server.excluded
CiteCheck MCP
prototypearXiv preprint only — no deployable server confirmed as of May 2026.excluded
Citation Finder AI
unverifiedPulseMCP listing only — no GitHub source, docs, or maintenance record found.excluded