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MCP servers tagged science

3.4K live MCP servers tagged "science", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with science.

3.4K
live servers
35
avg trust
5.2K
most stars
2401

Kaos Core

Foundational runtime, MCP-native types, registries, execution engine, and VFS for KAOS modules

34
2402

Iso20022 MCP

Production-grade MCP server for ISO 20022 payment standards. Brings cross-border payments, SEPA, and FedNow understanding to AI agents

34
2403

Printable

MCP server for AI-driven 3D modeling and print validation (FDM-focused). Agent-agnostic; works with any MCP client.

34
2404

Isaac Sim MCP Suite

Isaac Sim + MCP + ROS2 toolkit for AI-driven robot simulation and DROID-compatible data collection

34
2405

Mikrotik Manager

OpenCode workspace and MCP server for managing MikroTik routers through the RouterOS API

34
2406

Sdmx MCP

an MCP for SDMX registries

34
2407

Devpulse MCP

DevPulse—a highly practical local development tool. DevPulse hooks into your local workspace directories to feed your AI assistant real-time project metrics.

34
2408

Creation Vibecoding

I have created a my own MCP for Testing the application "The Testing Acadmy" with 20 + tools , 3 resouses and 5 prompt by Vibe coding

34
2409

Tin CanMCP

Streamline large Model Context Protocol server builds with a Python broker template that keeps client-visible tools fixed at 7, even when the full catalog spans hundreds of tools…

34
2410

AI Engineering MCP

Practical MCP project with hands-on notebooks for building MCP servers, clients, prompt/resource support, and remote deployment.

34
2411

MathModDB MCP

Repo for the MCP development for MathModDB

34
2412

SwAItch

Switch IDEs without losing your AI conversation context. An MCP server that bridges conversations across coding assistants.

34
2413

Lm Studio Clip MCP

A lightweight Microservice Control Protocol (MCP) server that lets LM Studio models access your system clipboard — securely, locally, and without context bloat. Created by Blake A…

34
2414

Local Os Assistant

Local desktop assistant using MCP (Model Context Protocol) to execute system actions, run diagnostic metrics, and persist cross-session context in a local SQLite database.

34
2415

Mammouth Defroster 9000

Mammouth Defroster 9000: FastMCP Desktop Cockpit & Windows 11 DevOps Automation for Mammouth.ai 🦣❄️🔥

34
2416

Re Ios

MCP server for iOS reverse engineering: static analysis, Frida dynamic hooks, FairPlay decryption, IPA resigning. 31 tools.

34
2417

Skylark Bi Agent

Conversational Business Intelligence assistant for Skylark Drones, integrating Gemini, MCP, and live monday.com data with deterministic metrics, cross-board analysis, and session-…

34
2418

Entes MCP

Servidor MCP de los entes administrativos y reguladores de Chile: catálogo institucional (competencia, ley orgánica, potestades, trámites), deep-links a registros oficiales, valid…

34
2419

Ecoloop

Closed-loop LLM agent controlling a live EnergyPlus building simulation via MCP — cut energy 1.1% and carbon 1.7% over 14 simulated days

34
2420

Claude Mailbox

MCP mailbox for cross-talk between concurrent Claude Code sessions — beads-backed presence, channels, DMs, leader election, and Claude Code channel push delivery

34
2421

AstroStellar

**AstroStellar** 是一款基于紫微斗数古籍的智能排盘与解盘系统,以 Skill + MCP Server 双重形态提供服务。用户只需像聊天一样逐步提供出生信息,即可自动排出完整命盘,并获得基于古籍知识库的专业解读。

34
2422

Statlab MCP

统计分析 MCP Server —— 30 个纯计算统计工具(scipy/statsmodels/scikit-learn),让 AI agent 获得可复现、可追责的真实统计学能力。

34
2423

Engineering

Engineering blog for Sailing Naturali — building the AI ops stack for an all-electric charter catamaran (Home Assistant, SignalK, MCP servers, local LLM). Served at engineering.sa…

34
2424

3d Simulation Platform

FastMCP for CAE

34
2425

Simple Calculator MCP Server

A simple remote MCP server built with FastMCP that provides calculator tools, random number generation, and server resources over HTTP.

34
2426

Agent MCP Registry

An evolving catalog of MCP servers, clients, and experiments for building agent-tool integrations.

34
2427

Math Agent MCP

A math agent that uses different MCP server tools based on the difficulty of the question asked

34
2428

Positrack

Positrack — cross-platform YouTrack assistant for Posibolt (Claude skill + FastMCP server from one shared engine)

34
2429

Intro Statistics MCP

MCP server serving Intro Statistics book chapters as markdown

34
2430

Oldspeak

MCP server implementing George Orwell’s rules from “Politics and the English Language” as practical prose checks.

34
2431

Hh MCP Pro

HeadHunter MCP: 35 tools via hhandroid-OAuth, no API registration. FastMCP v3.

34
2432

MathMCP

Basic Math MCP Local Server

34
2433

Python Checkov MCP

Este repositorio contiene el código de un MCP hecho en python, para entender con lenguaje natural, las vulnerabilidades de en código de Terraform, identificadas por Checkov

34
2434

Subtrack MCP

An MCP server that tracks recurring subscriptions and bills — add, list, and cancel subscriptions, see what's renewing soon, and get spend normalized across weekly/monthly/yearly…

34
2435

Stromy Workflows MCP

OAuth-scoped MCP facade for hosted Stromy workflow execution

34
2436

Math I Choose To Ignore MCP Server

Because your bank account won't ignore it forever. An AI-powered PostgreSQL expense tracker built with FastMCP.

34
2437

Toolmaninspector

Connect across different cloud mcp servers

34
2438

Matlab MCP Server Bridge

Creates an HTTP bridge between the MCP server for MATLAB, which uses stdio, and servers it through HTTP transport

34
2439

Math Manim Server

FastMCP server providing mathematical calculation tools and Manim-based animation generation through the Model Context Protocol (MCP).

34
2440

Byteforge Aegis MCP

Read-only MCP server over the ByteForge Aegis admin API

34
2441

PNP

Servidor MCP da Plataforma Nilo Peçanha (indicadores oficiais)

34
2442

GisMcp

A Model Context Protocol (MCP) server that turns major Python GIS libraries into tools callable by LLMs.

34
2443

Kiro Power Gitlab Cross Project

Kiro Power: GitLab cross-project merge request management via MCP. Wraps glab API for fork→upstream workflows.

34
2444

Personal Finance Manager

A Model Context Protocol (MCP) server built with Python and FastMCP that tracks monthly personal finances across multiple categories. This server runs on a MCP Client (Claude Desk…

34
2445

Claude Chatgpt Bridge

A Claude Code plugin + MCP server that bridges Claude to a running ChatGPT desktop session — pair-programming across two top models.

34
2446

Spanish Public Info Radar MCP

Model Context Protocol server for Spanish government open data: grants (BDNS), legislation (BOE/BORME), statistics (INE), and national open data catalog (datos.gob.es)

34
2447

Scicompute MCP

MCP server for scientific computing with Mathematica, SageMath, Octave, R, and Python......

34
2448

Cadastral MCP

기획설계법령과 지적도 연계

34
2449

Nba Stats Predictor MCP

MCP server of NBA stats predictor app that generates player performance forecasts using real-time data analysis and advanced statistical modeling

34
2450

Awwwards Todo System

🏆 MCP server for Claude Desktop: Professional todo management applying Swiss Grid principles, Typography hierarchy, and Awwwards evaluation criteria with cross-chat persistence

34
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