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Science MCP servers

Science MCP servers indexed by Conduid, ranked by trust score. 5.9K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.

5.9K
live servers
35
avg trust
253K
most stars
651

io.github.HeroSizy/cucumberstudio

MCP server for Cucumber Studio - test scenarios, action words, and execution data

37
652

io.github.Intina47/context-sync

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

37
653

io.github.JonasRackl/labmate-mcp

81 chemistry tools — literature, calculations, retrosynthesis

37
654

MCP Bench Router

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

37
655

io.github.KairosMobius/memory-nexus-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

37
656

io.github.KairosMobius/nexus-memory-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

37
657

io.github.KittyCAD/zoo-mcp

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

37
658

io.github.LumabyteCo/clarifyprompt

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

37
659

io.github.MUSE-CODE-SPACE/content-genie

AI Content Creation Assistant for Korean creators - Trend analysis & SEO

37
660

io.github.MUSE-CODE-SPACE/test-genie

AI-powered app test automation for iOS, Android, Flutter, React Native, Web

37
661

io.github.MUSE-CODE-SPACE/vibe-coding

Auto-document vibe coding sessions - collect, summarize, and publish

37
662

io.github.MeasureSpace/measure-space-mcp-server

MCP server for weather, climate, air quality and geocoding from measurespace.io

37
663

io.github.Memphora/memphora

Add persistent memory to AI assistants. Store and recall info across conversations.

37
664

io.github.ONLYOFFICE/docspace

A room-based collaborative platform

37
665

io.github.PaulieB14/subgraph-registry-mcp

Discover and query 14,700+ classified subgraphs on The Graph Network

37
666

io.github.VanguardiaAI/doktor

Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP

37
667

io.github.alisaitteke/docker-mcp

MCP server for managing Docker containers, images, networks, volumes, and registries

37
668

io.github.andylbrummer/math-mcp

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

37
669

io.github.annibale-x/mcp-memento

An MCP server that provides persistent memory and context management across sessions

37
670

io.github.antonpogrebenko-public/rftools

197 RF & electronics calculators for AI agents: microstrip, link budget, filters, power and more.

37
671

ArcAgent MCP

ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.

37
672

io.github.architectds/mathgraphs-mcp

Math & statistics graphing, computation, visualization, and validation engine

37
673

io.github.aringad/google-workspace-mcp

Google Workspace Admin via MCP. Manage users, groups, aliases, org units.

37
674

io.github.arpe-io/migratorxpress-mcp

MCP server for MigratorXpress — cross-platform database migration with parallel transfer

37
675

io.github.ashwinvis/scb-opendata-mcp

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

37
676

io.github.backspacevenkat/perspectives

Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse perspectives

37
677

io.github.biocross/displaybuddy-mcp

MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness and more.

37
678

io.github.bromoket/x64dbg

MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

37
679

io.github.bunnyf/kicad-mcp-server

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

37
680

io.github.camgitt/memoir

Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.

37
681

io.github.christerso/celestial-node

Real-time space data — ISS tracking, rocket launches, space news, Mars weather, and more

37
682

io.github.cphoskins/cronometer

MCP server for Cronometer — food logs, macros, and micronutrient tracking

37
683

io.github.daedalus/mcp_reverse_engineering

A sandboxed MCP tool for reverse engineering with multiple tool integrations

37
684

io.github.digitaldatadriven/agentaeo-mcp-server

AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.

37
685

CAiD MCP Server

Validated 3D CAD modeling for AI agents via CAiD + CadQuery. 54 tools with geometry validation.

37
686

io.github.ebadros/sidearm

Protect media from AI training, detect AI-generated content, and find stolen work.

37
687

OpenSCAD

Render STL and PNG from OpenSCAD code.

37
688

StressZero MCP - Burnout Risk Scoring

Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)

37
689

io.github.gregario/astronomy-oracle

Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.

37
690

io.github.gregario/brewers-almanack

Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes

37
691

io.github.grossiweb/toolroute

Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.

37
692

io.github.gunnargrosch/doom-mcp

Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client

37
693

io.github.heznpc/iconnect

MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS only.

37
694

io.github.hifriendbot/cogmemai

CogmemAi — Cognitive Memory for Claude Code. Persistent memory across sessions for developers.

37
695

io.github.houtini-ai/fmp

Access financial data and market information via Financial Modeling Prep API

37
696

HelioSPICE

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

37
697

XHelio-SPICE

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

37
698

io.github.husain-zaidi/ros-mcp

MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.

37
699

io.github.imbenrabi/financial-modeling-prep-mcp-server

MCP server for Financial Modeling Prep API with 250+ financial data tools

37
700

Kolada MCP Server

Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.

37
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