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MCP servers tagged science
3.3K 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.
CAiD MCP Server
Validated 3D CAD modeling for AI agents via CAiD + CadQuery. 54 tools with geometry validation.
io.github.ebadros/sidearm
Protect media from AI training, detect AI-generated content, and find stolen work.
OpenSCAD
Render STL and PNG from OpenSCAD code.
StressZero MCP - Burnout Risk Scoring
Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
io.github.gregario/astronomy-oracle
Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.
io.github.gregario/brewers-almanack
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
io.github.grossiweb/toolroute
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
io.github.gunnargrosch/doom-mcp
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
io.github.heznpc/iconnect
MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS only.
io.github.hifriendbot/cogmemai
CogmemAi — Cognitive Memory for Claude Code. Persistent memory across sessions for developers.
io.github.houtini-ai/fmp
Access financial data and market information via Financial Modeling Prep API
HelioSPICE
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
XHelio-SPICE
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
io.github.husain-zaidi/ros-mcp
MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.
io.github.imbenrabi/financial-modeling-prep-mcp-server
MCP server for Financial Modeling Prep API with 250+ financial data tools
Kolada MCP Server
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.
io.github.jonathanhefner/hello-mcp-registry
A simple MCP server.
M365 Roadmap
Query the Microsoft 365 Roadmap from AI agents
io.github.kaitoy/nasa-images
MCP server with UI for NASA images
io.github.kastelldev/kastell
Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.
io.github.khalomsky/syke
AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents
MoldSim MCP Server
Injection molding simulation expertise — materials, process validation, and DFM checks
io.github.kota1026/bridgeguard-mcp
BridgeGuard MCP Server - Cross-chain bridge security audit tools for AI coding agents. Scan bri...
io.github.kyrylopr/lenspr
Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.
io.github.lars20070/mathematica-mcp
MCP server for WolframScript
io.github.littlebearapps/outlook-assistant
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and mailbox management.
io.github.littlebearapps/outlook-mcp
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and settings via Graph API.
io.github.marcelo-ochoa/mikrotik
MCP server for MikroTik RouterOS API
io.github.marlenezw/publish-mcp-server
An MCP server that helps developers publish their MCP servers to the registry
io.github.mharnett/bing-ads
MCP server for Microsoft Advertising (Bing Ads) — campaigns, keywords, and reports
io.github.mifactory-bot/mifactory-agent-memory
Persistent memory for AI agents across Claude, ChatGPT and any MCP client.
io.github.mims-harvard/tooluniverse
1000+ scientific tools for AI scientists: life science, reserach, literature, and more.
io.github.muba00/gitstandup
Generate daily standup notes from git commits across multiple repositories with AI summaries.
io.github.niradler/dependency-mcp
MCP server for checking package versions across multiple package managers
io.github.persistenceOne/bridgekitty
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more for best rates.
io.github.pkolawa/krs-poland-mcp-server
Polish National registry of businesses and other legal entities
io.github.pkolawa/mcp-krs-poland
Polish National government's registry of all businesses, foundations, and other legal entities.
io.github.raisiqueira/django-telescope
A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost
io.github.robotmcp/ros-mcp-server
Connect AI models like Claude & ChatGPT with ROS robots using MCP
io.github.rog0x/cache
Cache headers, CDN, LRU simulation for AI agents
io.github.rog0x/math
Calculator, units, statistics for AI agents
io.github.rohith1125/sentinel-execution-mcp
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespaces.
io.github.ronitjadhav/geoservercloud-mcp
MCP server for managing GeoServer workspaces, datastores, layers, and styles
io.github.sharozdawa/ai-visibility
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
io.github.smigolsmigol/llmkit
Track AI API costs across 11 LLM providers. Query spend by model, session, or time range.
io.github.sns45/better-call-claude
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context sharing.
io.github.strato-space/media-gen-mcp
MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation.
Google Analytics 4
Google Analytics 4: 27 read-only tools across the Data API and the Admin API.
io.github.supertrained/rhumb-mcp
Agent-native tool intelligence — discover, score, and execute across 600+ services
Word Document Operations
Read, create, and modify Microsoft Word documents