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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.
Ds MCP Server
An MCP server exposing data science tools (plotting, stats, data exploration) to any LLM client.
Azure Devops
Support for on-prem & cloud Azure DevOps instances (@microsoft/azure-devops-mcp only supports cloud). The MCP server for Azure DevOps, bringing the power of Azure DevOps directly…
Pubchem
Production-ready Model Context Protocol server for PubChem chemical data (PUG-REST + PUG-View).
Server
Cross-session, cross-provider agent collaboration over MCP
eu.ansvar/austrian-law-mcp
Austrian federal legislation — statutes and EU cross-references via MCP
eu.ansvar/finnish-law-mcp
Query Finnish statutes from Finlex, EU cross-references, case law, and preparatory works
io.github.4rgon4ut/sutra
Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.
io.github.AlekseiMarchenko/central-intelligence
Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
io.github.AungMyoKyaw/betterprompt-mcp
MCP server for AI-enhanced prompt engineering and request conversion.
io.github.ConnorBritain/mssql
MCP server for Microsoft SQL Server - schema discovery, profiling, and safe data operations
io.github.HeroSizy/cucumberstudio
MCP server for Cucumber Studio - test scenarios, action words, and execution data
io.github.KairosMobius/memory-nexus-mcp
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
io.github.KairosMobius/nexus-memory-mcp
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
io.github.LumabyteCo/clarifyprompt
AI prompt optimization for 58+ platforms across 7 categories with custom platforms
io.github.MUSE-CODE-SPACE/content-genie
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
io.github.MUSE-CODE-SPACE/test-genie
AI-powered app test automation for iOS, Android, Flutter, React Native, Web
io.github.ONLYOFFICE/docspace
A room-based collaborative platform
io.github.PaulieB14/subgraph-registry-mcp
Discover and query 14,700+ classified subgraphs on The Graph Network
io.github.VanguardiaAI/doktor
Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP
io.github.alisaitteke/docker-mcp
MCP server for managing Docker containers, images, networks, volumes, and registries
io.github.andylbrummer/math-mcp
GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra
ArcAgent MCP
ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
io.github.architectds/mathgraphs-mcp
Math & statistics graphing, computation, visualization, and validation engine
io.github.aringad/google-workspace-mcp
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
io.github.arpe-io/migratorxpress-mcp
MCP server for MigratorXpress — cross-platform database migration with parallel transfer
io.github.ashwinvis/scb-opendata-mcp
Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP
io.github.backspacevenkat/perspectives
Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse perspectives
io.github.bunnyf/kicad-mcp-server
MCP server for AI-assisted PCB design with KiCad 9.x
io.github.camgitt/memoir
Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.
io.github.christerso/celestial-node
Real-time space data — ISS tracking, rocket launches, space news, Mars weather, and more
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.
StressZero MCP - Burnout Risk Scoring
Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
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.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.
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.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.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.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