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Science MCP servers
Science MCP servers indexed by Conduid, ranked by trust score. 1.6K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
io.github.digitaldatadriven/agentaeo-mcp-server
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.
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.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.
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
io.github.takiguchi-yu/google-workspace-mcp
An MCP server for Google Workspaces.