MCP Servers

G

Google Classroom MCP Server

faizan45640

No description yet

O

OmniScholar

luffysolution-svg

Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents

N

Natural Disaster Intel

martc03

FEMA disasters, NOAA weather alerts, USGS earthquakes. 4 tools.

M

MCP Calculate Server

611711Dark

MCP Calculate Server

M

Mcp Server Jsxgraph

dxd214

An MCP server for generating mathematical visualizations using JSXGraph. A TypeScript-based MCP server providing interactive mathematical chart generation capabilities for functions, geometry, parametric curves, and more

Z

Zenodo MCP

MSKazemi

Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)

M

MetaGO Algorithms

metago-ai

927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction

P

PixInsight Connector

mxcoppell

Operate PixInsight from any MCP agent. Community project, not affiliated with Pleiades Astrophoto

N

NASA-MCP. Integration via MCP with NASA APIs

AnCode666

An MCP server for use with NASA APIs

N

NOAA Tides and Currents

RyanCardin15

This is an MCP (Model Context Protocol) server that provides tools for interacting with the NOAA Tides and Currents API

O

OpenHCS

OpenHCSDev

Inspect, author, validate, and run high-content microscopy workflows

B

brainkb

brainkb.org

MCP server for querying BrainKB, a knowledge base for neuroscience knowledge graphs

N

NOAA Tides and Currents

RyanCardin15

NOAA tides and currents: water levels, tide predictions, currents, met data, flooding, sun and moon

S

Sefaria Mcp Server

abeperl

MCP server for Sefaria - Access Jewish texts via Model Context Protocol

W

Wikipedia Mcp

automateyournetwork

Skip to content

P

PLAXIS

yixuanzhong

Windows-local MCP server for PLAXIS 2D Remote Scripting: geometry, staged construction, results

A

AER-MCP

SepineTam

A MCP Server for finding from AEA

M

Math MCP Learning

clouatre-labs

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

U

UK Air Quality MCP Server from MCPBundles

mcpbundles.com

Access UK air quality data, monitoring sites, and hourly pollutant measurements across regions

U

UK Environmental Intelligence MCP Server from MCPBundles

mcpbundles.com

Access UK flood warnings, river levels, water quality, Met Office forecasts, and carbon data

D

DAQiFi

daqifi

Discover, configure and read DAQiFi Nyquist data-acquisition hardware from an AI agent

M

meta-data-mcp

derekslinz

Query 76 open data APIs — government, science, finance, environment, and more

F

FortunaMCP Server

siliconsociety

FortunaMCP is an advanced MCP server dedicated to generating high-quality random values for AI agents.

G

Genesis MCP Server

dustland

MCP Server for Genesis World.

S

Subconscious Ai Mcp

subconscious-ai

Run conjoint experiments and causal research through AI-powered behavioral simulations

I

IvoryOS MCP

ivoryzh

IvoryOS is a Python-based unified robot control web interface, developed for user-friendly workflow design and control for Self-Driving Labs (SDLs). It works by introspecting the Python script, dynamically searching for available modules and their methods. The methods are available.

S

Scholar MCP

Liyux3

Federated academic search, citation traversal, persistent PDF download, and temporary reading

M

Mcp_constrained_optimization

Sharmarajnish

General-purpose MCP server (AI Agent) for constrained optimization

P

Pubtator MCP Server

QIngyuanfl

No description yet

O

Overleaf Web MCP

mhmdaskari

Read, edit, compile, and review Overleaf projects through your own signed-in web session

S

Scholar RAG MCP

notwhiteblank

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

O

OpenAlex MCP Server

reetp14

openalex-mcp is an MCP server which provides AI agents with tools to interact with OpenAlex

P

PrimeKG to Neo4j

dmigo

MCP Server for PrimeKG dataset

V

vedurstofa-mcp

sandsower

MCP server for Icelandic weather, forecasts, warnings, and earthquakes from vedur.is

S

StandardGraph

swoopeagle

158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP

C

codecalc

The-40-Thieves

Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O

W

word-aligner

tinygodsdev

Turn a phrase and its translation into a shareable word-alignment diagram

D

devcoach

UltimaPhoenix

Progressive in-context technical coaching in your AI agent — one local, free lesson per task.

V

Vibe Math Mcp

apetta

A high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra.

E

Embodify

YidaYang

Give your agent a body: observe and control simulated robots (LIBERO, RoboDojo) over MCP

Z

Z3 Theorem Prover with Functional Programming

javergar

An MCP server for the Z3 theorem prover

Z

zotero_mcp

LRriver

Support connecting zotero via MCP, with custom server and client, without the need for tools like Claude app, Cursor, etc.

A

aranet4-mcp-server

diegobit

Simple MCP server to manage your aranet4 device and local database

V

vedaksha

arthiqlabs

Vedic astrology and astronomical ephemeris: kundali, panchanga, dashas, vargas, transits

V

vedaksha-vedic-astrology

arthiqlabs

Vedic astrology and astronomical ephemeris: kundali, panchanga, dashas, vargas, transits

C

Canvas LMS (Local-First)

admin978

Local-first MCP server for Canvas LMS. Stdio transport, token stays on your machine, no third-party broker

I

infinitecampus-mcp

chrischall

Infinite Campus (Campus Parent) for Claude: grades, attendance, assignments, messages

C

Crossref MCP Server

botanicastudios

MCP server for Crossref.

B

biorxiv-mcp-server

cyanheads

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP

B

brapi-mcp-server

cyanheads

Collaborative BrAPI v2.1 MCP workspace: studies, germplasm, genotypes across Breedbase, T3, more

C

crossref-mcp-server

cyanheads

Resolve DOIs, search ~188M scholarly works, and fetch references via the Crossref REST API.

N

noaa-cdo-mcp-server

cyanheads

Search NOAA CDO stations and datasets, fetch historical weather observations.

N

noaa-climate-mcp-server

cyanheads

Search NOAA climate stations and datasets, fetch historical weather observations.

D

decoupler-MCP

scmcphub

MCP server for biological activities analysis using decoupler

S

Skool by Cotlet

cotlet.dev

Posts, members, courses, events and DMs for your Skool community

M

MeteoSwiss MCP Server

eins78

Swiss weather data for AI assistants — forecasts, measurements, stations, pollen

E

EPICS-MCP-Server

Jacky1-Jiang

No description yet

P

ParaView MCP Server

failed33

Control ParaView through arbitrary Python code

G

GWAS Catalog MCP Server

koido

No description yet

G

grad-agent

i-ninte

Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking