MCP Servers

E

EPANET MCP Server

Applied-Artificial-Intelligence-Eurecat

MCP server for EPANET water-distribution network simulation and scenario analysis

A

Axiomize

Furox-Art

Versioned scientific models with units and SBML, CellML, Modelica export.

E

edumints SCORM MCP

kemalyy

Compiles structured specs into SCORM 1.2/2004 e-learning packages. 47 tools, quality gate, no LLM.

M

Mcp Motor Current Signature Analysis

LGDiMaggio

MCP server for Motor Current Signature Analysis — fault detection in electric motors

M

mcp-server-medRixv

JackKuo666

Enable AI assistants to search and access medRxiv papers through a simple MCP interface

M

medRxiv MCP Server

JackKuo666

Enable AI assistants to search and access medRxiv papers through a simple MCP interface

V

VirtualFlyBrain

virtualflybrain.org

MCP server for Drosophila neuroscience data from VirtualFlyBrain

Q

Quantitative Researcher MCP Server

tejpalvirk

Manage quantitative research context across sessions via knowledge graph based MCP Server

B

Biomart MCP

jzinno

A MCP server to interface with Biomart

D

Dictionary Server

meowrain

An MCP server that can query words using Cambridge Dictionary

C

Cyberedu Mcp Server

CyberEDU-Cyber-Range

This is the Oficial Model Context Protocol (MCP) server for the CyberEdu CTF platform (cyber-edu.co / cyberedu.ro)

C

Cytoscape Desktop MCP

cytoscape

Drive a running Cytoscape Desktop to load, lay out, and style biological networks

E

endiagram-mcp

dushyant30suthar

EN Diagram — structural verification for concurrent systems. Pure math, no AI.

E

eBird MCP Server

moonbirdai

A Model Context Protocol (MCP) server for the eBird API, allowing Claude and other AI assistants to access bird observation data, hotspots, and taxonomy information. Easy integration with Claude Desktop.

E

eClass MCP Server

sdi2200262

A Model Context Protocol (MCP) server for the Open eClass platform

📚

📚 Microsoft Education MCP Server

jesegher

MCP Server for Microsoft Education

T

TLE Satellite Tracker

ivanstan

Access TLE orbital data for thousands of satellites including ISS, Starlink, and Hubble

P

PyEuropePMC

JonasHeinickeBio

Europe PMC search, search analytics, full text, enrichment, PICO, MeSH, data links, export, auth

M

mathematica-mcp

lars20070

MCP server for WolframScript

M

macrostrat-mcp

blake365

MCP server for accessing geologic data with the Macrostrat API.

D

Dictionary Server

meowrain

An MCP server that can query words using Cambridge Dictionary

P

Plant Genomics

musharna

Plant genomics MCP — 58 tools across 24 backends with cross-source synthesis.

P

PubChem Finder

MysterionRise

Search PubChem by structure: a local similarity/substructure index, live PubChem data, RDKit tools

O

OpenReadout

openreadout

Read raw lab-instrument files offline: metadata, previews, integrity checks, open-format export

Z

zotero-mcp-local

piiinpiiins

Search, read PDFs, and find related papers in your local Zotero library. Read-only, 100% local

S

School MCP

54yyyu

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

C

Covate

SunflowersLwtech

Learning sidebar for AI coding assistants: quizzes on your changes, debug memory, term explanations

S

Surechembl Mcp Server

Augmented-Nature

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database. This server provides tools for patent search, chemical discovery, structure analysis, and patent intelligence research.

L

Lacuna Research MCP

tiptreesystems

Search Lacuna's ML research graph for papers, directions, authors, venues, and hypotheses

W

What2REG@UM 澳大選咩課

UMHelper

Read-only University of Macau course, instructor and review data.

A

ai-Bible

AdbC99

Starting with an mcp-server for repeatably using defined bible data with LLMs

A

altmetric-mcp

altmetric

MCP server for Altmetric APIs to track research attention across news, policy, social media, and more

K

Kshana PNT-resilience simulator

ashfordeOU

Validated Kshana PNT simulator: orbits, GNSS, fusion, receiver trust, interference maps

C

Canvas LMS MCP Server

ahnopologetic

No description yet

A

altmetric-mcp

mcp.altmetric.com

MCP server for Altmetric APIs to track research attention across news, policy, social media, and more

F

Flash

flashmemorize.com

Spaced-repetition flashcards your AI writes, quizzes you on by voice, and schedules with FSRS

C

crossref-MCP-Server

JackKuo666

Enable AI assistants to search and access academic paper metadata through Crossref using a simple MCP interface

A

arxiv-mcp-server

cyanheads

Search arXiv, fetch paper metadata, and read full-text content

D

Disco

leap-laboratories

Discovery Engine — find novel, statistically validated patterns in tabular data

G

gnomAD MCP Server

koido

This MCP server provides a programmatic interface to the Genome Aggregation Database (gnomAD) API, supporting multiple API versions (v2.1.1, v3.1.2, v4.1.0).

M

MoldSim MCP Server

kobzevvv

Injection molding simulation expertise — materials, process validation, and DFM checks

L

LaTeX to MathML MCP Server

HappyAny

A Model Context Protocol (MCP) server that converts LaTeX mathematical expressions to MathML format.

M

MCP-Server de Mapas Mentais

marioluciofjr

Repository with a simple MCP server with six different types of mind maps.

M

MedAdapt Content Server

ryoureddy

A specialized MCP server for Claude Desktop that enhances AI-assisted medical learning.

S

STRING Database MCP Server

string-db.org

Query STRING interactions, enrichment, annotations, homology, and PPI networks

P

PubChem MCP Server

PhelanShao

Enables large language models to correctly query molecular databases and generate structure files.

P

PyVista MCP Server

pyvista

PyVista-based MCP server

Q

Qiskit Mcp Server

barvhaim

Unofficial MCP server for Qiskit (an open-source SDK for working with quantum computers)

R

Rftools

antonpogrebenko-public

MCP server for rftools.io — 203 RF & electronics calculators + 13 server-side simulation tools for AI agents.

F

Find Research Papers

surendranb

Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar

D

Dimensions Analytics

dimensions.ai

Search and analyze Dimensions research data: publications, grants, researchers, patents, trials

R

Rigol DHO824 Oscilloscope

aimoda

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

D

DESI MCP Server

SandyYuan

mcp server for desi and other surveys

O

openLCA MCP Server

Below280

Connect AI assistants to openLCA. 35 tools for database search, model building and LCIA

G

genefoundry

berntpopp

MCP gateway federating 22 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP

C

Concrete-Properties-MCP Server

GreatApo

Concrete Section Properties AI MCP Server

O

orcid-mcp-server

cyanheads

Researcher profiles, works, affiliations, funding, and peer reviews from the ORCID registry.

P

protein-mcp-server

cyanheads

MCP server for 3D protein structural data retrieval and analysis from RCSB PDB, PDBe, and UniProt

A

aurora

FantasyLab-ai

Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates

S

SCORM Packager (HTML → SCORM 2004)

giacomomaria81

Turn HTML or mobile-learning exports into SCORM 2004/1.2 packages, and validate any SCORM zip