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MCP servers tagged science
1.3K 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.
argot
Flags code foreign to your repo's patterns, learned from git history. Local; statistics, no LLM.
io.github.guth01/eventsorg-mcp
Autonomous MCP server and background agent for managing live event logistics.
io.github.Raffaele86/seo-stack-mcp
GSC, GA4, Bing Webmaster and Microsoft Clarity in one MCP server, with built-in SEO analyst tools
io.github.TheBaronofAI/okaneland-mcp
Verified AI-tool prices and AI product margin math for agents.
io.github.laurells/outflow-mcp
MCP server exposing an Outflow workspace's live architecture graph as context for AI coding agents
Cellarion
Wine cellar manager: bottles, racks, drink windows, pairings and a shared wine registry.
io.github.reutavidan/zetesis
Scientific due diligence on a claim, sealed in a verifiable attestation. Free screen, gated dossier.
Project Context
Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
io.github.sebastienrousseau/iso20022-readiness-suite-mcp
Orchestration MCP server: ISO 20022 readiness scoring, remediation, bank-response simulation.
io.github.Creed-Space/mettle-mcp
Inverse Turing test — let an AI agent verify its own substrate and earn a credential.
DeepPane Focus Space
Create focus spaces and read user-authorized focus history summaries.
Conventions MCP
Memory for coding conventions and standing instructions that persists across sessions.
io.github.MAIAS-project/maias
Validate, query, and safely edit MAIAS app-IA documents: cascading renames, atomic element batches.
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.
CodeCartographer
Evidence-backed reverse engineering and human-gated software planning for Pi and MCP coding agents.
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.