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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
2201

Yarp McpServers

A Python-based Model Context Protocol (MCP) server framework that bridges YARP (Yet Another Robot Platform) and enables communication through MCP. This project provides server imp…

34
2202

Ditto MCP Servers

Open-source MCP servers for Ditto Assistant — Google Workspace, Home Assistant, and more

34
2203

Mjlab MCP Server

e-URDF Safety Firewall - MuJoCo Physics Simulation MCP Server for Robot Safety Validation

34
2204

Robotics

NWO Robotics MCP Server Package

34
2205

Robotics MCP Servers

Model Context Protocol servers for multi-robot control - G1 humanoid, UR5 arm, gimbal, vision

34
2206

Perception MCP Server

Robot perception MCP server — vision-based object detection, 3D pose estimation, and grasp planning for ROS 2 robots

34
2207

Valkyrie MCP Server

AI-Powered Crisis Logistics

34
2208

MACE MCP Server

Run MACE atomistic simulations through AI assistants via the Model Context Protocol: https://pypi.org/project/mace-mcp-server/

34
2209

Qarnot

MCP server that lets AI clients manage and query Qarnot Multiphysics SaaS.

34
2210

Worldbank MCP Server

MCP server that exposes tools for querying development indicators (GDP, population, literacy, emissions, etc.) across 200+ countries and 16,000+ indicators, with time-series analy…

34
2211

Salesloft MCP Server

Salesloft MCP server (moved from Spread-Out; Alyce Rosentreter original, Ben Croseck fixes)

34
2212

Factorio MCP Server

MCP server providing an LLM assistant with accurate, current Factorio data: recipes/prototypes, API docs, production ratio math, blueprint import, and mod listings.

34
2213

Archicad MCP Server

Archicad MCP Server to make Archicad projects visible for an AI

34
2214

Reverse Engineering MCP Server

A production-ready Model Context Protocol (MCP) server written in Node.js for Java `.jar` package decompilation, multi-engine candidate benchmark evaluation, Maven project structu…

34
2215

Antigravity Hyperv

Model Context Protocol (MCP) server for managing Microsoft Hyper-V virtual machines in Antigravity 2.

34
2216

Outlook Web MCP Server

Unofficial Outlook Web MCP server using private OWA APIs without Microsoft Graph or COM

34
2217

Awesome MCP Registry Servers

A curated list of MCP Servers for MCP Registry

34
2218

Mcpgram MCP Server

Official MCP server for MCPGRAM — stdio bridge to workspace tools for Claude Desktop, Cursor, VS Code, OpenCode, OpenClaw, Windsurf

34
2219

Zwcad MCP Server

MCP server for AI-assisted CAD layout queries, editing, and round-tripping via ZWCAD 2026 COM automation. 35+ tools.

34
2220

Mcbp MCP Server

MCP server for BAS / 1C (MCBP+) — read catalogs, documents, registers and metadata from any MCP client. Read-only by default.

34
2221

Squarespace MCP 2026 Complete

Squarespace MCP Server

34
2222

TeamSnapMCP

MCP server for TeamSnap - access teams, rosters, and events from Claude

34
2223

Wechat Miniapp Re MCP

Reverse-engineering focused WeChat Mini Program and WMPF debugging MCP server

34
2224

Aspen MCP

Aspen Plus MCP Server - Python-based Model Context Protocol server for Aspen Plus process simulation

34
2225

Engineer Your Data MCP

Local MCP server providing data science tools (pandas, sklearn, numpy) for AI assistants. Enables direct data analysis execution without internet dependency.

34
2226

Fusebase MCP

MCP server for Fusebase (formerly Nimbus Note). Tools for AI-powered workspace management

34
2227

Ssb MCP

:robot: MCP server communicating with Statistics Norway (SSB).

34
2228

OpenFlexure MCP

MCP server for the OpenFlexure Microscope

34
2229

Emacs Introspection MCP

simple mcp server for emacs introspection using the daemon

34
2230

Ine MCP

MCP server for check Spanish National Institute of Statistics data using INE API

34
2231

Ms Intune Entra MCP

MCP server for Microsoft Intune and Entra (Azure AD) management

34
2232

Math All MCP

A MCP(Model Context Protocol) server that can handle math calculations with SSE support

34
2233

RobotFrameworkLibrary To MCP

How to turn any robot framework library to a mcp server

34
2234

Arcadia

Arcadia MCP Server — Database querying and exploration tools

34
2235

Gemini Prompt Enhancer

A Model Context Protocol (MCP) server that provides a prompt optimization service for Large Language Models (LLMs) using Google Gemini, with advanced prompt engineering thanks to…

34
2236

Cross

Cross launch any mcp server

34
2237

Registry Interface

🔍 MCP server for interfacing with official Model Context Protocol registry - enables dynamic discovery and management of MCP servers

34
2238

Registeruz MCP

MCP server for Slovak Registry of Financial Statements (Register účtovných závierok)

34
2239

Oci Registry

MCP server for retrieving information on artifacts stored in OCI registries

34
2240

Fwrule MCP

An MCP server that analyzes firewall rule overlap, duplication, shadowing, and conflicts across multi-vendor firewall policies.

34
2241

Rosclaw Vision MCP

ROSClaw MCP Server for Intel RealSense RGB-D Camera via ROS2 — Semantic-HAL vision layer

34
2242

Zeppelin MCP

MCP (Model Context Protocol) server for Apache Zeppelin. Gives Claude Code direct access to the Zeppelin REST API for AI-assisted data engineering workflows

34
2243

Vibevoice Server

Local speech-to-text server and MCP integration using Microsoft VibeVoice-ASR. OpenAI-compatible API + MCP server for Claude Code, Cursor, OpenCode.

34
2244

Cloudcompare MCP

Cross-platform MCP server for CloudCompare point cloud processing

34
2245

Luma Events MCP

An unofficial MCP server for managing Luma events, guests, and registration insights through AI agents.

34
2246

Zwcad Standard MCP

ZWCAD Standard MCP - Model Context Protocol server for ZWCAD Standard, with a per-call permission/confirm layer.

34
2247

NeXTBus Dev Board

Development board PCB produced from PDF and KiCAD MCP Server

34
2248

Advanced Math MCP

advanced-math-mcp — MCP server for linear algebra, calculus, and symbolic math. 17 tools with a unified evaluate() expression engine. Supports matrices, eigenvalues, SVD, integral…

34
2249

Agent Context Hub

Reusable MCP server for versioned, shared context across AI agents and devices.

34
2250

K6 Mcps Tests Http Azurefunctions Azdevops Pipelines

Exemplo de implementação de testes de validação com k6 para MCP Servers publicados como Azure Functions e que inclui execução automatizada a partir de um pipeline do Azure DevOps.…

34
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