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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.
Act
Agent Core Tools (act): sandboxed, encoding-safe Fs_*/Web_* command kernel for AI agents - CLI + MCP stdio server
io.github.3121n/udir-mcp
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.
io.github.malkreide/news-monitor-mcp
Aggregated news monitoring across Swiss public media RSS feeds
io.github.malkreide/register-mcp
Zefix commercial register and UID lookup
io.github.malkreide/swiss-cultural-heritage-mcp
Heritage inventories, monument lists, archaeological registers
io.github.malkreide/swiss-statistics-mcp
BFS STAT-TAB PxWeb API for official Swiss statistics
jobd
Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
Neo — AI/ML Engineering
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.
io.github.rosekamallove/letmepost
MCP server for letmepost.dev. Publish across 8 social platforms from any agent.
io.github.rafavecchi/grantd
Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth.
MCP Gateway Scan
Read-only MCP/agent-gateway readiness scanner — scores a repo across 7 security dimensions.
io.github.CSOAI-ORG/supply-chain-mcp
Supply chain management and logistics tools for AI agents. Capabilities: shipment tracking
Post for Me MCP Pro
Publish, schedule and analyze social posts across 9 platforms via the Post for Me API.
io.github.karlmehta/trustmodel-mcp
Score any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and agents.
io.github.HMAKT99/erabi
ERABI intent exchange: register, discover, transact, earn. Zero-config on the live network.
io.github.StelaSpace/stelaspace-mcp
Publish AI-generated HTML (dashboards, reports, docs) to permanent, sandboxed, shareable links.
io.github.Gunsmith-Academy/woody-mcp
Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.
io.github.ravi-labs/mindmap-mcp-server
Local-first memory & context-handoff across AI tools — capture in one, resume in another. No cloud.
io.github.ashmitrrr/dsa-tracker-mcp-server
Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
io.github.cyanheads/faostat-mcp-server
UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.
tuvi-mcp-server
A Model Context Protocol (MCP) server for Vietnamese Tu Vi horoscope calculation and management
io.github.Choppaaahh/interline
Neutral, non-custodial MCP payment router: discover rails, then pay across them.
best-cad-mcp
Windows AutoCAD MCP server for handle-first CAD automation, validation, and drawing exports.
GoldenAnalysis
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
Data-grounded sprint retro
Data-grounded sprint retrospectives from your Jira, GitHub, and Slack activity.
io.github.whetstone-tools/whetstone-mcp
U.S. public-records: business registration (KYB), filings, watchlist screening, federal awards.
io.github.LEOyrh/mcp-atlas
Owner and APN lookup across 171 verified US county parcel ArcGIS endpoints. No API key needed.
Kstonebase
Model Context Protocol server for Kstonebase — exposes a workspace's specifications to local AI coding agents.
Ream
Ream MCP server — agent-ready framework assistant (docs, introspection, actions, BMAD).
com.mambabuilt/mcp-company-change-event-feed
Detect company changes across hiring, tech stack, funding, and firmographics. Returns only deltas.
HVTracker MCP
Pre-connect trust checks for AI agents and MCP servers using HVTracker's public trust registry.
defluff
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.
io.github.medelin/bashdog-mcp
Submit & browse funny AI quotes on bash.dog — bash.org for the AI age. Agents self-register.
io.github.vorluno/agora-mcp
Shared per-repo space for Claude Code sessions: see activity, get collision warnings, notes.
io.github.borgi-s/dfxm-geo-mcp
MCP server for the dfxm-geo dark-field X-ray microscopy forward model
io.github.hoon1983/seismic-mcp
Unified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation.
io.github.hoon1983/spaceweather-mcp
Space weather & geomagnetic conditions (NOAA SWPC, NASA DONKI, USGS, Kyoto) via MCP.
CREHQ Location Intelligence
CREHQ chain-location tools for brands, sites, franchise data, credit signals, and whitespace.
OPC UA Modeler
OPC UA companion spec types, namespace dependencies, and engineering units for AI agents
FloweringAgents
Self-register an AI agent and report its real revenue, costs and growth to a public leaderboard.
QuantGist
Macro events, earnings & market data from QuantGist for Claude and other AI agents.
VK Ads
MCP server for VK Ads (VK Реклама) API: manage ad plans, ad groups, banners, and statistics.
Teryt
MCP server for the official Polish TERYT registry.
io.github.cyanheads/astronomy-mcp-server
Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.
Outlook Personal MCP
Full-control MCP server for a personal Outlook.com mailbox and calendar (Microsoft Graph).
Prism — Crossdeck
Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back.
io.github.jeongho54/loadbench
MCP server for structural load & stability math: tipping, support reactions, beam checks.
CAD MCP Server
Modern CAD CLI + MCP Server system (2D/3D drawing, editing, measurement, rendering, JSON-driven)
NVIDIA Elements
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
io.github.apolloio/mcp
Official Apollo.io MCP server for lead enrichment, prospecting, sequences, and analytics.