MCP servers for science and research

Google Scholar MCP server

by HasData

Lets your AI search Google Scholar and pull ready-made citations for papers you find.

ResearchNo install

Optuna MCP server

by optuna

Let your AI run optimization experiments and show you the results as charts.

Analytics Official

KitchenSink4Word MCP server

by nometalalchemist

Let your AI edit real Word documents: text, tables, tracked changes, citations and more.

Productivity

NotebookLM MCP server (secure)

by Pantheon-Security

Ask your NotebookLM notebooks questions and get answers taken straight from your own sources.

Notes

MATLAB MCP server

by HanSur94

Let your AI write and run MATLAB code, make interactive plots, and run long jobs for you.

Coding

NotebookLM MCP server

by roomi-fields

Ask your own documents questions and get answers with citations, plus podcasts, videos, and study aids.

Health and learning Notes

ArcGIS Pro MCP bridge

by muend

Lets your AI run ArcGIS Pro geoprocessing tasks on your own Windows machine, safely.

Privacy

Perplexity Comet MCP server

by hanzili

Lets your AI hand web browsing and research tasks to the Perplexity Comet browser and bring back the results.

Browser automation Research

LocuSync GIS MCP server

by matbel91765

Let your AI look up addresses, map routes, check elevations, and work with map files for you.

API

srunx MCP server

by ksterx

Let your AI submit and watch SLURM cluster jobs and run YAML workflows for you.

Developer tools

3D Visualizer MCP server

by kleinicke

Open, inspect and compare 3D point clouds, meshes and depth images from your AI chat.

Design tools

tube-bridge MCP server

by TheWhiteWater

Search YouTube, read transcripts and comments, and build a private searchable library of video content.

Research Social media

GeoLens MCP server

by geolens-io

Let your AI search your GeoLens map catalog, read dataset details, and run safe read-only map queries.

Analytics Official

Label Studio MCP server

by HumanSignal

Let your AI create and manage Label Studio projects, tasks, and predictions for you.

Productivity Official

BrainTube MCP server

by lildaddyo

Lets your AI search and cite everything you have saved: videos, podcasts, articles, PDFs and notes.

NotesNo install

Jupyter Notebook MCP server

by jjsantos01

Let your AI write and run code inside your Jupyter Notebook, cell by cell, and read the results.

Coding

Bing Search MCP server

by leehanchung

Lets your AI search the web, news, and images through Microsoft Bing while you chat.

Research

Dingo data quality MCP server

by DataEval

Check your datasets and AI answers for quality problems, with rules and AI review.

Analytics Official

MarkItDown MCP server

by microsoft

Turn almost any file or web link into clean Markdown text your AI can read and work with.

Productivity Official

Annota MCP server

by dengls24

Let your AI read your Zotero papers, highlight key findings, explain formulas, and save reading notes back to your library.

Notes Health and learning

Jupyter MCP server

by datalayer

Let your AI open, edit and run Jupyter notebooks for you while you watch.

CodingNo install

Patent Search MCP server

by tushariitr-19

Let your AI search patents and find prior art using the free Google Patents public dataset.

Research

GreenCalculus MCP server

by greencalculus

Your AI can look up greenhouse gas emission factors and run carbon calculations with citable sources.

Analytics Official

MinerU document parser MCP server

by opendatalab

Turn PDFs, Word files, slides and images into clean Markdown your AI can read and work with.

Productivity Official