MCP Servers

A

Arc Free Skills

ArcHelps

100 systems and hardware engineering skills for requirements, interfaces, budgets and verification

B

Bio-Agents MCP

dogeplusplus

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing

C

Climatiq MCP Server

jagan-shanmugam

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

O

Ordkort

ordkort.com

Flashcard decks with pictures and card designs for a free vocabulary site in 60 languages

Z

Zotero Native MCP

dvdsosa

Read and write your local Zotero 10 library. No plugin, no zotero.org API key, no cloud

M

MNE-MCP

Exekiel179

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

A

Arc Skills

JoshElgar

100 systems and hardware engineering skills for requirements, interfaces, budgets and verification

M

micro-mcp

pelikhan

A MCP server framework for the BBC micro:bit and MakeCode

P

PLUMED2 MCP Server / PLUMED2 MCP 服务器

PhelanShao

PLUMED2 Smart Input Generator - An MCP-based assistant for molecular dynamics enhanced sampling configurations that automatically generates optimized PLUMED input files, supporting metadynamics, umbrella sampling, and other enhanced sampling methods with built-in syntax validation

U

Unofficial Reactome MCP Server 🧬

Augmented-Nature

Model Context Protocol server for accessing Reactome pathway and systems biology data.

S

SCMCP

huang-sh

MCP server for single cell analysis

I

interactive-leetcode-mcp

SPerekrestova

Interactive LeetCode MCP server with authorization and solution submission capabilities

A

Anki MCP

arielbk

Anki MCP gives you conversational access to your Anki flashcards—quiz yourself, create cards, analyze progress, and manage your collection with natural language

O

open-meteo-mcp-server

cyanheads

Global weather via Open-Meteo: forecast, historical, marine, air quality, geocoding, elevation.

Z

zoo-mcp

KittyCAD

An MCP server that provides access to the Zoo API for various CAD operations and tools.

S

Space Frontiers MCP Server

SpaceFrontiers

MCP Server for Space Frontiers API

A

AgentSUMO

mw-jeong

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis

P

pubchem mcp server

sssjiang

No description yet

Q

Quantum Simulator

YuChenSSR

For quantum computing

R

RCSB PDB

rcsb

MCP server to search, inspect, and cross-reference RCSB Protein Data Bank structures

S

Scanpy MCP server

huang-sh

MCP server for Scanpy

S

Scholar Sidekick Mcp

mlava

MCP server for Scholar Sidekick — resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS, WHO IRIS) into 10,000+ CSL styles or nine export formats, single or batch.

B

BioOntology MCP Server

Augmented-Nature

A production-ready Model Context Protocol (MCP) server that provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies

C

canvas-lms-mcp

bruchris

TypeScript MCP server for Canvas LMS — 187 tools across 42 domains.

K

kicad-mcp-server

bunnyf

MCP server for AI-assisted PCB design with KiCad 9.x

C

Canvas LMS MCP

bruchris

Open-source TypeScript MCP server that connects AI agents to Canvas LMS (Instructure). Provides 42 tools across 15 Canvas domains — courses, assignments, submissions, rubrics, quizzes, discussions, modules, files, and more. Includes full grading and rubric assessment capabilities

Z

zotero-bridge

Combjellyshen

MCP server for Zotero SQLite database - collection, tagging, PDF reading and more

P

pubchem-mcp-server

cyanheads

Search PubChem compounds, properties, safety data, bioactivity, and cross-references

L

Logic Analyzer Ai Mcp

wegitor

Logic analyzer MCP

A

ADCIRC Model Setup MCP Server

mansurjisan

ADCIRC model configuration debugging, parameter lookup, and validation

N

NOAA CO-OPS MCP Server

mansurjisan

NOAA CO-OPS tides, water levels, currents, and meteorological data

E

ERDDAP MCP Server

mansurjisan

Access ocean data from 80+ ERDDAP servers worldwide

N

NOAA GOES Satellite Imagery MCP Server

mansurjisan

GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA

N

NOAA NDBC MCP Server

mansurjisan

NOAA National Data Buoy Center observations: waves, SST, wind, pressure from 1,300+ stations

N

NHC MCP Server

mansurjisan

NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data

N

NOAA OFS MCP Server

mansurjisan

NOAA OFS regional ocean model forecasts: water level, temperature, salinity

N

NOAA Recon MCP Server

mansurjisan

Hurricane reconnaissance data: HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes

N

NOAA RTOFS MCP Server

mansurjisan

NOAA RTOFS global ocean forecast: SST, salinity, currents, depth profiles via CoastWatch ERDDAP

S

SCHISM Model Setup MCP Server

mansurjisan

SCHISM model configuration debugging, parameter lookup, and validation

N

NOAA STOFS MCP Server

mansurjisan

NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data

U

USGS Water Services MCP Server

mansurjisan

USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov

V

VDatum MCP Server

mansurjisan

MCP server for vertical datum conversions using coastalmodeling-vdatum

N

NWS Surface Wind Observations MCP Server

mansurjisan

NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs

N

NOAA WW3 MCP Server

mansurjisan

GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations

A

ADCIRC Model Setup MCP Server

oceanmodeling

ADCIRC model configuration debugging, parameter lookup, and validation

N

NOAA CO-OPS MCP Server

oceanmodeling

NOAA CO-OPS tides, water levels, currents, and meteorological data

E

ERDDAP MCP Server

oceanmodeling

Access ocean data from 80+ ERDDAP servers worldwide

N

NOAA GOES Satellite Imagery MCP Server

oceanmodeling

GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA

N

NHC MCP Server

oceanmodeling

NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data

N

NOAA OFS MCP Server

oceanmodeling

NOAA OFS regional ocean model forecasts: water level, temperature, salinity

N

NOAA Recon MCP Server

oceanmodeling

Hurricane reconnaissance data: HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes

N

NOAA RTOFS MCP Server

oceanmodeling

NOAA RTOFS global ocean forecast — SST, salinity, currents, depth profiles via HYCOM THREDDS

S

SCHISM Model Setup MCP Server

oceanmodeling

SCHISM model configuration debugging, parameter lookup, and validation

N

NOAA STOFS MCP Server

oceanmodeling

NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data

U

USGS Water Services MCP Server

oceanmodeling

USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov

N

NOAA WW3 MCP Server

oceanmodeling

GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations

P

PubTator MCP Server

JackKuo666

A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface.

Q

Qualitative Researcher MCP Server

tejpalvirk

Manage qualitative research context across sessions using knowledge graph based MCP Server

C

Computing Mcp

YuChenSSR

For symbolic computation and mathematical calculations, especially quantum computing

A

ABACUS MCP Server

PhelanShao

ABACUS, an open-source DFT-based simulation platform, is supported by an MCP server that provides a structured communication interface for submitting, managing, and executing tasks