MCP Servers

G

Gretl MCP

OndrejLapes

Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts

P

Prolific Mcp Server

prolific-oss

A Model Context Protocol server bridging LLM agents to the Prolific public API. Built with FastMCP.

Q

QualisMcp

yanjustino

Este projeto é uma aplicação em C# com .NET 9.0, containerizada com Docker. Ele inclui um servidor (`QualisMcpServer`) que processa dados de classificações de conferências acadêmicas (Qualis) e um cliente (`QualisMcpClient`) para interação via Docker. Manipula informações sobre e

Q

Quiz Mcp

karerckor

A Model Context Protocol (MCP) server for running interactive quizzes. This tool bridges the gap between AI generation and user interaction by allowing agents to generate quizzes and immediately present them to users in a polished web interface.

G

Genomics MCP

rewire-bio

Bounded genomic data from archives and indexed files, with versioned reference evidence

L

leanforge-mcp

sandraschi

Lean 4 theorem prover MCP: automated proof search, mathlib integration, job management

教

教学视频生成

typing233

Scenext official MCP server.

U

UniProt MCP

smaniches

Verifiable, release-aware protein evidence workflows over UniProt and linked scientific sources

S

Solar Mcp

qso-graph

MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

S

Speech AI (Pronunciation + TTS + STT)

fasuizu-br

Production-ready examples for Brainiall Speech AI APIs — Pronunciation Assessment, STT, TTS. Python, JavaScript, curl, and MCP configs

숭실대학교의 모든 공개/개인 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하여 공개 서버

T

tei-mcp

Pantagrueliste

Helps AI agents read and write valid TEI XML. Look up elements, check what goes where, validate documents, and apply project-specific customisations. Provides 16 tools covering element/class/macro lookup, attribute resolution across the full class hierarchy, content model expansi

X

xraylib-mcp-server

tschoonj

MCP server providing X-ray interaction data via xraylib

A

Axiom — Advanced Math

tufantunc

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

K

KiCad Schematics

unmateria

Design KiCad schematics by talking to Claude. Places parts, wires nets, runs ERC. Needs KiCad 10

C

clinical-trial-design

wei-ai-lab

Phase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity

A

Atlas Research

ahmedEid1

Read-only MCP over an agentic SLR workspace with per-claim citation verification

T

Thoth

ahmedEid1

Read-only MCP over an agentic SLR workspace with per-claim citation verification

M

mcp-roadmapsh

aissablk1

MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress

M

math-mcp

andylbrummer

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

M

molecular-mcp

andylbrummer

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

N

neural-mcp

andylbrummer

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

Q

quantum-mcp

andylbrummer

GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

A

Anki MCP Server

greycodee

This project provides an MCP (Model Context Protocol) server that bridges communication with the AnkiConnect add-on for Anki.

E

Eigma

eigma.app

Files what you learn into a personal wiki and quizzes you before you forget it.

E

EngrAmo

engramo.app

Create and study EngrAmo spaced-repetition flashcards from your AI client.

A

astrodynamics-mcp

astro-tools

Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting

C

cmxflow

b-shields

Composable, tunable cheminformatics workflows: library preparation, clustering, docking, and more

M

morphogen

beeswaxpat

Read and sign the guestbook of Morphogen II, a living reaction-diffusion field with open questions.

P

PodLearn

blutrich

Search 4M+ podcasts and YouTube, transcribe any episode, search transcripts, generate AI lessons

C

Catalysis Hub MCP Server

QuentinCody

No description yet

C

cellrank-MCP

scmcphub

MCP server for trajectory inference using cellrank

C

ChEMBL-MCP-Server

JackKuo666

Enable AI assistants to search, access, and analyze ChEMBL through a simple MCP interface

C

codevideo-mcp

codevideo

The MCP server for CodeVideo. Create software educational content using natural language.

C

colabfit-mcp

colabfit

An MCP server that provides access to the ColabFit database

N

NHANES (design-correct survey analysis)

blackswancausallabs.com

Design-correct NHANES analysis: survey weights, pooled cycles, CIs and NCHS reliability flags

D

DaedalMap Earthquake Data

daedalmap.com

Global earthquake events from the USGS, 2150 BC-present: magnitude, depth, location, counts.

D

DaedalMap Flood Events

daedalmap.com

Global flood events and extent 1985-present from the Dartmouth Flood Observatory and GFD.

D

DaedalMap Hurricane and Tropical Cyclone Data

daedalmap.com

Global hurricane and tropical cyclone tracks from IBTrACS/NOAA, 1842-present. Wind and pressure.

D

DaedalMap Tornado Events

daedalmap.com

US tornado events 1950-present from the NOAA Storm Prediction Center: EF rating, tracks, damage.

D

DaedalMap Tsunami Data

daedalmap.com

Global tsunami events from NOAA NCEI, 2000 BC-present: wave height, runups, and counts.

D

DaedalMap Volcanic Activity

daedalmap.com

Global volcanic eruptions from the Smithsonian Global Volcanism Program: VEI, location, dates.

D

DaedalMap Wildfire Events

daedalmap.com

Wildfire events and aggregates across global, U.S., and Canada sources. Paid via x402 USDC.

C

calculator-mcp-server

cyanheads

Evaluate, simplify, and differentiate mathematical expressions

I

inaturalist-mcp-server

cyanheads

Search iNaturalist sightings, identification threads, phenology, and look-alike species.

N

noaa-spaceweather-mcp-server

cyanheads

NOAA SWPC space weather: storm scales, Kp index, aurora forecasts, solar wind, activity, alerts.

O

openaq-mcp-server

cyanheads

Find air-quality stations and read pollutant observations from government monitors via OpenAQ v3.

P

paleobiology-mcp-server

cyanheads

Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale

S

smithsonian-mcp-server

cyanheads

Search 14.5M Smithsonian Open Access objects, get CC0 images, find cross-collection connections

U

unesco-heritage-mcp-server

cyanheads

Search UNESCO World Heritage sites, intangible heritage, biosphere reserves, and Global Geoparks

U

uniprot-mcp-server

cyanheads

Protein research over UniProtKB: search by function, fetch curated records, map IDs, proteomes

M

mcp-sigrok

daedalus

MCP server exposing sigrok-cli functionality for logic analyzer hardware and protocol decoding

B

Bibelstudium MCP

bibelstudium-mcp.de

Word-faithful German Bible study: original text, morphology, concordance, cross-references

C

CarMaker

De-Ioannidis

Drive IPG CarMaker for Simulink: run test runs, read results, edit vehicle data and parameters

C

CarMaker

dimitr-io

Drive IPG CarMaker for Simulink: run test runs, read results, edit vehicle data and parameters

L

learnhouse

doc2mcp

MCP server for learnhouse documentation, generated by doc2mcp.

U

uxspot-mcp

dockster

uxspot.io UX reference: glossary, AI x UX tools directory, checklists and Learn UX curriculum

N

nebulamind

DuhoKim

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation

A

Affine.Earth Math Court

affine.earth

No-float UUM-8D Math Court. Integer courts and certified MCP. Floats refused

E

Euclid

euclidtools

AI models do not calculate. They predict the most probable next token. When the token is a number, it is often close, and sometimes wrong. The error compounds downstream.