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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.
Mendrift
MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback
io.github.HarleyCoops/workspace-alberta
Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for your shop.
io.github.chrischall/onthecheap-mcp
On the Cheap MCP — free and cheap events, deals and local guides across 14 US cities
RCA-MCP
Causal root-cause analysis MCP server -- 55 tools across graphs, RCA models, PyRCA.
io.github.frankchu91/mindbase
LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.
cc.operandi/operandi
Grounded, safety-checked appliance operation packages for robots and agents. Zero-config trial.
OpenHCS
Inspect, author, validate, and run high-content microscopy workflows.
io.github.jaimenbell/rails-mcp
Default-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools).
io.github.ericblair1903/nutrients-mcp
Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.
crosstalk-mcp-server
A dependency-free MCP server for AI-context group messaging
io.github.PierreJanineh/tech-debt-mcp
MCP Server for analyzing technical debt across multiple programming languages
Korea Data Suite
Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.
io.github.jedanderson432/jedanderson-corpus-mcp
MCP access to the jedanderson.org corpus — environmental superintelligence and information physics.
io.github.malkreide/swiss-housing-mcp
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
cadloop OpenSCAD
Compile OpenSCAD, read computed values, preview and measure the mesh, without a GUI.
TechDraw AI
Photo to technical drawing, CAD-ready DXF and DWG, 3D models and product renders.
io.github.botzrDev/dreamd
Local-first, cross-harness memory for AI coding agents.
Market Depth Lab
Read-only Hyperliquid, funding-rate and cross-exchange perpetual spread tools.
io.github.murilojrpereira/mcp-graphql-bridge
Bridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection.
Minerva MCP — Microsoft 365 & Azure
Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does not expose.
io.github.Perufitlife/incomeos
Ask what you earn across every income stream: Stripe, affiliates, app stores, ads, manual.
io.fluf/mcp
Manage a FLUF resale account from an AI agent: inventory, crosslisting and unified orders.
breedsim-mcp
Breeding-scheme simulation via AlphaSimR — returns distributions, never a single run
io.github.rapozoantonio/memorykit
Cognitive memory for AI coding assistants — persistent memory across sessions
io.github.winds3753/landbenchmark-mcp
Satellite land due-diligence: a green/caution/walk-away verdict with cited signals for any parcel.
io.github.wkoverfield/plzebo
Cost-parity bench for agent loops: $/success and time across model mixes, with verifiable receipts.
io.github.GATSV-tech/epiphany
One private, local memory your AI tools share. Cross-model, on-device, never lose a session.
io.github.rodvan/viralhunt-mcp
Find trending content and schedule posts across social networks via the ViralHunt.io API.
io.github.skypier-jp-works/mcp-jp-corporate-id
Validates and normalizes Japanese corporate numbers and invoice registration numbers (format only).
io.github.BlackBoxEngineering/agent-envelope-mcp
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify/lookup/mint.
io.github.chrischall/maxpreps-mcp
MaxPreps MCP — high school schedules, scores, records, rosters and stat leaders
io.github.chrischall/myersparkathleticzone-mcp
Myers Park HS athletics — schedules, teams, rosters, coaches, news and broadcast links
Jacobian
Executable mathematics and independent verification for AI agents.
3DPACK.ING — Container & Truck Load Planning
Plain-English shipment input for freight & logistics: containers your cargo fits, 3D load plan.
io.github.AINative-Studio/ainative-opencode-memory-mcp
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
On Board
Cross-platform shared memory and ticket coordination for AI agents across MCP clients.
io.github.AugustusW/sharedoc-mcp
Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow.
Yarr MCP
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.
io.github.bobybarack/sovseal-memory
Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.
USRCP — User Context Protocol
Encrypted local ledger of structured user state, shared across every MCP-aware AI tool.
io.github.SheldonZhuang/spacesentinel-mcp
Conversational Windows disk cleanup (whitelist-only) + device cleanup guides in 7 languages.
io.github.trustcarinfo/plate-lookup
Ukrainian license-plate and vehicle lookups: registry data, photos and reviews (trustcar.info).
gonzalgo
Reports what a checked Lean 4 or Metamath proof rests on: inherited sorry, compiler trust, axioms.
MCP CAD Studio
A self-contained parametric CAD studio MCP server with an interactive MCP App.
io.github.sijunkim/db-gateway
145+ tools across 8 databases: MySQL, PostgreSQL, Redshift, MongoDB, Redis, Kafka, and more
io.github.darrenjrobinson/graph-atlas-mcp
Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser
io.github.mariorojasmz/apolo-cad
Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings
io.github.mobabur94/hammerspoon
macOS automation via Hammerspoon — 75 tools for windows, Spaces, audio, Bluetooth, and more
io.github.tsvillain/deprecation-mcp
MCP server for cross-vendor API/SDK deprecation and breaking-change tracking
com.ithura/mcp
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.