NeVibeCode · 252 items
MCP servers for Science and research
MCP servers for Science and research: what each one does, an install command and example prompts.
open-meteo-mcp-server MCP server Connects AI agents to Open-Meteo forecasts, historical climate data since 1940, and marine conditions. Works over HTTP or npx without any API key.
CX Codex +1
★ 10repo stars
Axiomize MCP server Axiomize builds versioned scientific models with units, validates them, and exports the result to SBML, CellML, or Modelica.
CX Codex +1
★ 9repo stars
jupyter-mcp-server MCP server This MCP server lets an AI agent operate Jupyter notebooks, run cells, handle several notebooks, and receive text, tables, or images.
CX Codex +1
★ 9repo stars
Lex — Temporal Luxembourg and EU Law MCP server An MCP server that keeps past versions of Luxembourg and EU legal texts and tells you what a provision said on a given date, with a hashed permalink.
CX Codex +1
★ 9repo stars
VirtualFlyBrain MCP server MCP server linking assistants to Virtual Fly Brain neuroanatomy, connectomics, and gene expression records for Drosophila melanogaster.
CX Codex +1
★ 9repo stars
zotero-mcp-local MCP server A local MCP server that lets your coding agent search a Zotero library, read PDFs and surface related papers. Read-only.
CX Codex +1
★ 8repo stars
OpenReadout MCP server Reads raw files from microscopes, mass specs, flow cytometers, NMR and 120+ formats without vendor software.
CX Codex +1
★ 8repo stars
Plant Genomics MCP server This MCP server lets an agent query plant gene databases such as Ensembl Plants, UniProt, KEGG, STRING and AlphaFold, pulling together answers from several sources at once.
CX Codex +1
★ 8repo stars
Cytoscape Desktop MCP MCP server Connects an AI agent to a running Cytoscape Desktop to load, arrange, and style biological networks when network work needs agent control.
CX Codex +1
★ 8repo stars
PyEuropePMC MCP server Connects your coding agent to Europe PMC and related research repositories. Retrieves open publications, handles full text downloads, and parses JATS XML.
CX Codex +1
★ 8repo stars
Lacuna Research MCP MCP server Links coding agents to a machine learning knowledge graph. It fetches papers, research proposals, author dossiers, and academic venues directly in your editor.
CX Codex +1
★ 8repo stars
TLE Satellite Tracker MCP server Gives your agent live two-line element records: search satellites by name or pull a single record by number.
CX Codex +1
★ 8repo stars
OECD MCP Server MCP server Connects AI coding assistants to OECD statistical databases using the SDMX API. It lets you query economic and social metrics across 38 member countries directly in chat.
CX Codex +1
★ 8repo stars
HadithDB MCP server HadithDB lets an agent search Quran ayahs, tafsir, and hadith records, then inspect source details. It fits research workflows that run through MCP.
CX Codex +1
★ 8repo stars
OpenArx MCP server OpenArx gives AI agents MCP access to scientific papers, evidence checks, and a connected claim graph for research work.
CX Codex +1
★ 8repo stars
fedlex-mcp MCP server Wires Swiss federal law, open consultations and the TERMDAT terminology base into your assistant. Handy when you need a statute or a consultation deadline fast.
CX Codex +1
★ 7repo stars
MoldSim MCP Server MCP server An MCP server that hands your AI assistant injection molding knowledge: 21 material grades, process validation, DFM checklists and simulation specs.
CX Codex +1
★ 7repo stars
UNICEF Stats MCP MCP server Query UNICEF child development statistics across 200+ countries without an API key. Helpful for pulling health, education, and demographic metrics directly into chats.
CX Codex +1
★ 7repo stars
rftools MCP server Connects 255 RF and electronics calculators plus 13 simulation workflows directly to your AI assistant.
CX Codex +1
★ 7repo stars
Statistics Canada MCP Server MCP server Gives your agent structured access to Canadian statistics through the Web Data Service and SDMX REST API. Useful when you need real tables instead of made-up numbers.
CX Codex +1
★ 7repo stars
STRING Database MCP Server MCP server Lets an agent pull protein interaction networks, enrichment results, annotations and homology lookups from STRING. Handy when you want to work through PPI data inside the chat.
CX Codex +1
★ 7repo stars
eurostat-mcp-server MCP server Connects coding agents to Eurostat indicators covering EU economics and trade. Helpful when querying regional NUTS slices or staging datasets for SQL analysis.
CX Codex +1
★ 7repo stars
arxiv-mcp-server MCP server Searches arXiv, returns paper metadata, and reads full text. It helps an agent find research papers and inspect their contents.
CX Codex +1
★ 7repo stars
Disco MCP server Uncovers non-obvious statistical rules in tabular datasets without prior hypotheses. Useful when exploring complex feature interactions.
CX Codex +1
★ 7repo stars
altmetric-mcp MCP server Connects an AI agent to Altmetric APIs for tracking research attention across news, policy documents, social platforms, and other sources.
CX Codex +1
★ 7repo stars
Regulations.gov MCP server This MCP server lets an agent work with Regulations.gov dockets, documents, comments, comment periods, and readiness checks.
CX Codex +1
★ 27repo stars
Federal Register MCP server This MCP server lets an agent work with Federal Register rules, notices, executive orders, and FAR cases when regulatory documents need to be searched.
CX Codex +1
★ 27repo stars
patents-mcp MCP server MCP server for querying Google Patents public records on BigQuery and exploring prior art. Helpful when checking existing technical disclosures inside agent chats.
CX Codex +1
★ 6repo stars
Find Research Papers MCP server Connects AI assistants to arXiv, PubMed, OpenAlex, CrossRef, and Semantic Scholar. Use it whenever an agent needs direct access to verified scholarly papers or citation trees.
CX Codex +1
★ 6repo stars
BAILII UK Case Law MCP server Searches UK case law on BAILII and pulls the sections you actually need out of a judgment. Useful when you want the court's own wording, not a summary of it.
CX Codex +1
★ 6repo stars
OmniScholar MCP server An MCP server for literature search, Zotero reading, PDF analysis, citations, and research materials. Use it when an agent needs a research workflow.
CX Codex +1
★ 6repo stars
Hadith Checker [Dorar.net] MCP server This MCP server searches Dorar.net for hadith, scholarly grades, narration chains, takhrij, and commentaries.
CX Codex +1
★ 6repo stars
second-brain MCP MCP server A local Markdown vault that your AI agent reads, writes and tidies up on its own. Useful when notes and papers pile up faster than you can file them.
CX Codex +1
★ 6repo stars
protein-mcp-server MCP server Connects AI assistants to experimental and predicted protein databases like RCSB PDB, AlphaFold DB, and UniProt without requiring API tokens.
CX Codex +1
★ 6repo stars
Kshana PNT-resilience simulator MCP server Wires a real simulation engine into your assistant: orbits, GNSS, INS fusion and receiver trust instead of a model guessing at the numbers.
CX Codex +1
★ 6repo stars
OpenHCS MCP server MCP server to author, validate, and execute high-content microscopy analysis pipelines directly through AI coding agents.
CX Codex +1
★ 6repo stars
Dimensions Analytics MCP server Connects Dimensions DSL to your coding agent for research data analysis. It lets you query scientific publications, grants, patents, clinical trials, and researchers.
CX Codex +1
★ 6repo stars
brainkb MCP server Remote MCP server for querying BrainKB neuroscience knowledge graphs. Helps AI assistants fetch scientific entities and relationships directly during conversations.
CX Codex +1
★ 6repo stars
gdelt-mcp-server MCP server MCP server connecting agents to GDELT Project APIs for global news and US television caption analysis. It tracks media spikes, sentiment, and quotes.
CX Codex +1
★ 6repo stars
genefoundry MCP server Routes 22 biomedical MCP servers through one HTTP endpoint and lets an agent discover tools by search. Use it for sources such as gnomAD, ClinVar, HPO, and VEP.
CX Codex +1
★ 6repo stars
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