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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
1801

Geodistance

Geographic coordinate math MCP.

34
1802

SaaS Alerts

MCP server for Kaseya SaaS Alerts — SaaS security monitoring for M365 & Google Workspace.

34
1803

Chile Procurement

Chile Government Procurement MCP — Mercado Público / ChileCompra (keyless-ish).

34
1804

RoselineMCP

MCP server for C# code analysis and automated fixing using Roslyn analyzers and code fix providers.

34
1805

io.github.KSym04/limpet

Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.

34
1806

io.github.mingyo186/partreel

Verified KiCad footprints, symbols & 3D models for AI agents. No signup, CC-BY-4.0, quality-gated.

34
1807

fabric-dw

MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

34
1808

Bob Ross

Enables AI agents to manage a Canonical Landscape estate, including inventory, alerts, patching, and script execution, with built-in safety layers to prevent accidental destructiv…

34
1809

portfolio-signals-mcp

Enables AI coding agents to fetch real-time stock quotes and computed technical analysis signals (RSI, MACD, golden/death crosses) and generate weekly portfolio digests using Yaho…

34
1810

Handled Personalizer MCP

Generates AI-written personalized cold email opening lines from a prospect's website, with free preview for up to 3 prospects and paid batch processing for up to 500.

34
1811

io.github.GhostlyGawd/engineering-board

A git-committed kanban board your AI agents run and remember - 11 MCP tools over stdio.

34
1812

io.github.dimabalony/flights

Cheapest round-trip across a flexible multi-month date window, with a buy/wait price verdict

34
1813

nina-mcp

Enables AI agents to control N.I.N.A. astronomy software remotely, including mount, camera, sequencer, and other equipment via the ninaAPI plugin.

34
1814

BetterPost

Finds timely sources across news, social, and the web and writes posts worth publishing.

34
1815

Hoshin Kanri X-Matrix

Hoshin Kanri X-Matrix for AI agents: strategy, meeting cadences, completeness score, OAuth 2.1.

34
1816

Aigist

Publish & manage shareable HTML/Markdown pages from your LLM, with access control.

34
1817

PAPI: Persistent Adaptive Planning Intelligence

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

34
1818

io.github.andypgray/roz-mcp

Roslyn-powered C# code navigation, blast-radius analysis, and verified edits for coding agents.

34
1819

EfCoreMcp

MCP server that exposes EF Core model introspection, guarded read-only queries and migration diffing over stdio.

34
1820

Supasidebar MCP

MCP server for SupaSidebar — lets AI assistants interact with your bookmarks, spaces, and tabs. Open source. Zero telemetry.

34
1821

Orin

Institutional memory for engineering teams. Orin remembers every decision your team makes and catches the ones you are about to repeat, everywhere your team works.

34
1822

Mujoco MCP Server

MuJoCo physics simulation as MCP tools for Claude Code — sim, render, analyze, control robots, and run RL environments.

34
1823

Cow

Copy-on-write workspace manager for parallel development

34
1824

Vb Knowledge Graph MCP

MCP server for navigating VB.NET codebases via a Roslyn-backed knowledge graph

34
1825

Charlotte-Mecklenburg MCP Server

An MCP server that exposes Charlotte, NC and Mecklenburg County open data as tools for an LLM agent, enabling queries about trash pickup, parcels, zoning, crime, and more by geoco…

34
1826

joshseane/-nmlp-mcp

mcp`

34
1827

coach.marian/eng-leadership-toolkit

Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions.

34
1828

Guild Wars 1 Build Compiler

GW1 build compiler: skill data, template code encode/decode, validation, hero roster. Read-only.

34
1829

Crosby, TX Weather

Live Crosby, TX weather, river flood levels, local news & Crosby ISD school calendar.

34
1830

io.github.aristiun/aribot

Threat modeling, code/cloud/pipeline scanning, shadow-AI discovery, compliance checks and fixes.

34
1831

Robyn — Gasless Cross-Chain for AI Agents

Gasless cross-chain intent layer for AI agents: 22 EVM chains + Stellar, one signature, no gas.

34
1832

FastSocial

Schedule and manage social media posts across 7 platforms directly from Claude.

34
1833

AirStrings

Manage AirStrings localization strings and publish signed bundles from your workspace.

34
1834

io.github.wilzer/aidelly

AI social media management: create, schedule, approve, and analyze posts across 11 platforms.

34
1835

Gisti — AI Checklists

Read, AI-create, and edit your Gisti checklists in plain language from any MCP client.

34
1836

Cnpj Br

CNPJ Brazil MCP — Brazilian company-registry (Receita Federal) lookup via

34
1837

Fmcsa

US motor-carrier registry: DOT/MC/name lookup, operating authority, safety — keyless

34
1838

remote-fusion-mcp

A remote MCP server exposing 36 Fusion 360 modeling tools over HTTPS, enabling secure remote control of Autodesk Fusion 360 with authentication, rate limiting, and audit logging.

34
1839

microcap-mcp

MCP server for Micro-Cap 12 SPICE simulator enabling LLM agents to run analog circuit simulations, including analyses, sweeps, and retrieval of curve data and plots.

34
1840

io.github.nikhilbhima/tabula

Cross-AI personal memory. Save once in ChatGPT, recall in Claude, Mistral, Grok, or any MCP client.

34
1841

Cejel

Offline deterministic engineering-trust certificates for repositories, with no telemetry.

34
1842

io.github.paperandbeyond23-gif/propzapi

Props-first sports odds API: live odds and player props across NBA, NFL, MLB and NHL.

34
1843

OBTO

Your AI builds, deploys, and runs full-stack apps on a hosted workspace created at first sign-in.

34
1844

Lumi App Finder

Find iOS apps by task across 28 live apps and 50 Apple locales, with direct App Store links.

34
1845

Lyntai.Tools.Mcp

Exposes a Model Context Protocol (MCP) server's tools as Lyntai ITools, so the tool loop can call them. The consuming app owns the MCP client/connection (BYO); this package adapts…

34
1846

AIRP

AIRP — AI Roleplay Platform monorepo: state-protocol + gateway + mcp-server + core + ui (unified Cargo workspace)

34
1847

Dotnet Semantic MCP

Semantic .NET MCP server — Roslyn-powered code intelligence via Model Context Protocol

34
1848

finnish-company-mcp-server

MCP server for the Finnish Business Register (PRH/YTJ). Look up any Finnish company by Business ID (Y-tunnus) or name.

34
1849

Us Gov Contracts

US state & local awarded government contracts, normalized across jurisdictions — keyless

34
1850

Package Intel MCP

Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys.

34
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