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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.
KiCad MCP Pro Server
MCP server for KiCad project setup, PCB edits, schematic work, validation, and exports.
io.github.zhowe-designs/tracklix-mcp
Detects affiliate links across 13 networks and surfaces Tracklix as a free click-tracking dashboard
AnomalyArmor
Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
io.github.Backers-Shawn/pplz-agent
PPLZ AI Agent — Let AI play your social life simulation automatically.
io.github.openaccountants/openaccountants-mcp
Open-source tax skills for AI across 134 countries.
PrismHR MCP
Open-source MCP server for PrismHR. PEO workflow tools + Microsoft 365 connectors.
io.github.paperdavid/manoma
MCP server for soul.md — your portable AI identity layer across every LLM.
Maven Central
Maven Central MCP — Java/JVM artifact registry
UK Property Data
UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House
io.github.rafa2403nunez-droid/pynet-mcp-bridge
MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.
io.github.Backspace-me/sportscore-mcp
Live scores, standings, top scorers, brackets for football, basketball, cricket, tennis. Free API.
io.github.decantr-ai/mcp-server
Design intelligence for AI-generated UI. Essence spec, registry, drift detection, and critique.
io.github.archonics/mcp-audit
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.
io.github.benswork-space/canido-mcp
Look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.
io.github.northrosetech/ghl-mcp-server
GoHighLevel CRM for AI agents. 60+ tools for contacts, messaging, calendars, and payments.
io.github.MohamedAbdallah-14/prompt-to-asset
Generate app icons, favicons, OG images, and logos by routing across 30+ image models.
io.github.YogiAdhik/civicrm-mcp
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, write-gated.
BLS OEWS
BLS Occupational Employment and Wage Statistics market wages. 7 tools.
io.github.governmyai/mcp-server
AI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, HIPAA, SOX, FTC
MEOK Nis2 De Register
Germany NIS2 BSI registration MCP. Generates BSI-portal-ready (Mein Unternehmenskonto) registrati...
io.github.veldica/publishready
PublishReady: Deterministic writing control with local-first metrics and AI prose audits.
io.github.cliwant/mcp-sam-gov
Keyless MCP — 36 tools for SAM.gov, USAspending, Federal Register, eCFR, Grants.gov.
io.github.hwang-yh-cto/space-ocr
Multilingual structured OCR with verified per-character bboxes for AI agents.
claude-webcache
Cross-session WebFetch cache for Claude Code. SQLite, 7-day TTL, MCP plugin.
io.github.Alexendros/proton-mail-mcp
Proton Mail MCP via Bridge (IMAP/SMTP) · 13 tools · dual transport stdio + HTTP.
Openregister
The official MCP Server for the Openregister API
UNICEF Stats MCP
UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.
SRG+
Manage SRG+ hubs, channels, content, assets, users, and workspaces from any MCP-aware AI agent.
io.github.Cavinooo/claude-find
Pull Deep Memory from across your Claude Code Sessions — when you need it.
io.github.Obi49/colber-mcp
Trust + coordination infrastructure for the agent economy. 27 tools across 6 Colber modules.
io.github.hiroshic9-png/transcode
Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
Microsoft Access Database
Read and edit Microsoft Access databases (.accdb/.mdb) — forms, VBA, tables, queries. Windows.
io.github.MAG-Cie/mcp-microsoft-todo
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no client secret needed.
JSON Contracts
JSON contract registry and validator for structured LLM and agent outputs.
build123d MCP
AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.
io.github.us-all/mlflow
MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)
io.github.Automattic/simplenote-mcp
MCP server for reading Simplenote notes across macOS, Linux, and Windows
io.github.CSOAI-ORG/agent-identity-trust-mcp
Agent Identity Trust tools for AI agents. Capabilities: register agent identity, issue crede...
io.github.CSOAI-ORG/agriculture-robotics-mcp
Agriculture Robotics tools for AI agents. Capabilities: robot safety check, spray plan calcu...
io.github.CSOAI-ORG/airspace-monitor-mcp
Airspace Monitor MCP server. Tools: check airspace, get no fly zones, get drone regulations....
io.github.CSOAI-ORG/data-science-ai-mcp
Data Science Ai tools for AI agents. Capabilities: feature importance, model comparison, dat...
io.github.CSOAI-ORG/logistics-ai-mcp
AI-powered logistics ai MCP server for agents. Supports track shipment, optimize route, ware...
io.github.CSOAI-ORG/meal-planner-ai-mcp
Meal Planner Ai tools for AI agents. Capabilities: plan meals, calculate macros, generate sh...
io.github.CSOAI-ORG/meok-fria-generator-mcp
EU AI Act Article 27 Fundamental Rights Impact Assessment generator. EDPB DPIA crosswalk, EU...
io.github.CSOAI-ORG/risk-assessment-ai-mcp
MCP server for risk assessment ai. Features assess risk, create risk register, add risk. Fro...
io.github.batook22/project-knowledge-mcp
Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.
io.github.vktr93/reviewmetric
An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.
astronomy-mcp-server
MCP Server for astronomy data: ISS tracking, moon phases, NASA APOD, near-earth objects, exoplanets, sunrise/sunset, space weather — no API key required
ol-dwsim-mcp-server
Model Context Protocol server for DWSIM chemical process simulation
io.github.JhostinAleck/brightspace
MCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, and web dashboard.