AI Plugin IndexScience and health
There are 1,388 science and health tools for AI assistants in this directory: 575 MCP servers and 813 skills. The highest scored are Jay Code, Apple Health, codescene-mcp-server.
The best science and health MCP servers, compared →Top picks
Jay Code
ruvnet
94Streamlined AI CLI orchestration engine with mathematical rigor and enterprise-grade reliability
AAA
Apple Healthneiltron
85Local-first Apple Health MCP server for questions about your sleep, workouts and heart data.
AAA
codescene-mcp-server
codescene-oss
84An MCP server that provides CodeScene Code Health analysis tools.
AFB
IBGE Brasil MCPSidneyBissoli
84IBGE: geography, census, economy and health from the official APIs, with provenance. 23 tools.
AAC
Jacobianmorluto
83Executable mathematics and independent verification for AI agents.
AAB
Dsh MCP Panel
PerryLink
83MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (append-only profile-patch fragments, approval-gated writes with automatic backups), a
AAB
MCP servers (60)
- 1Jay Code ruvnet · Science and healthStreamlined AI CLI orchestration engine with mathematical rigor and enterprise-grade reliability94
- 2Apple Health neiltron · Science and healthLocal-first Apple Health MCP server for questions about your sleep, workouts and heart data.85
- 3codescene-mcp-server codescene-oss · Science and healthAn MCP server that provides CodeScene Code Health analysis tools.84
- 4IBGE Brasil MCP SidneyBissoli · Science and healthIBGE: geography, census, economy and health from the official APIs, with provenance. 23 tools.84
- 5Jacobian morluto · Science and healthExecutable mathematics and independent verification for AI agents.83
- 6Dsh MCP Panel PerryLink · Science and healthMCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (append-only profile-patch fragments, approval-gated writes with automatic backups), a83
- 7FreightUtils MCP Server SoapyRED · Science and healthNeutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math82
- 8mcp SlickFast · Science and healthJSON in. Chart or Page out. Same picture forever. Scientific plots included.81
- 9Medical Terminologies MCP SidneyBissoli · Science and healthDiagnoses, drugs & lab codes: ICD-11, LOINC, RxNorm, MeSH, ATC, CID-10. 33 tools, MIT.81
- 10Finology Student Loan Calculator Finology-tech · Science and healthStudent-loan math: RAP, IBR, ICR, PSLF. npx: no key. Remote: free login, no card, 5 questions total81
- ADYour product hereThis row is seen by people browsing science and health tools. Book it from $249 a month.See prices →
- 11Archsetuweb CLI vishalkelur28-cyber · Science and healthMCP server and CLI that tells your coding agent what it is about to break: blast radius, dead code, and health for any local codebase. Runs entirely on your machine.81
- 12Sublinear Time Solver ruvnet · Science and healthThe Ultimate Mathematical & AI Toolkit: Sublinear algorithms, consciousness exploration, psycho-symbolic reasoning, chaos analysis, and temporal prediction in one unified MCP interface. WASM-accelerated with Lyapunov exponents and attractor dynamics.81
- 13U.S. Government Open Data lzinga · Science and healthOpen data from 40+ U.S. government APIs: economy, spending, Congress, health, energy, disasters80
- 14whoop shashankswe2020-ux · Science and healthMCP server for WHOOP health data — recovery, sleep, workouts, cycles, and trends.80
- 15Shashankswe2020 Ux Whoop AI MCP shashankswe2020-ux · Science and healthMCP server wrapping the WHOOP REST API for AI assistant access to health and fitness data80
- 16medical-codes-mcp-server cyanheads · Science and healthOffline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.79
- 17NexaLayer NexaLayer · Science and healthManaged proxy sessions, health, rotation, usage, and spend controls for AI agents.79
- 18Backwork tylergibbs1 · Science and healthMedicare and commercial payer policies, prior auth, claim risk, and medical codes from Backwork.79
- 19SSTIM MCP: Senses, Stimuli and Perception w3c-cg · Science and healthSSTIM reference for senses, stimuli, perception and scientific contributions.79
- 20calculator-mcp-server cyanheads · Science and healthEvaluate, simplify, and differentiate mathematical expressions.78
- 21chembl-mcp-server cyanheads · Science and healthLink compounds to protein targets, rank bioactivity, and look up drug mechanisms and indications.78
- 22who-gho-mcp-server cyanheads · Science and healthWHO Global Health Observatory — 3,059 indicators across 194 member states.78
- 23google-health-mcp davidmosiah · Science and healthPrivacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents78
- 24Protein MCP Server cyanheads · Science and healthFederated protein structure & annotation across experimental (PDB) and predicted (AlphaFold) models via MCP. STDIO or Streamable HTTP.78
- 25paper-preflight amos689 · Science and healthChecks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.77
- 26garminmcp davidmosiah · Science and healthPrivacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & recovery agents.77
- 27whoop-mcp davidmosiah · Science and healthPrivacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and performance agents.77
- 28msds-chain littleblakew · Science and healthChemical safety intelligence — 24 tools: compatibility, hazards, PPE, compliance, SDS lookup77
- 29molecare-mcp MoleCare · Science and healthEducational dermatology knowledge and mole tracking. No credentials needed. Not a medical device.77
- 30MCP Pubmed pipeworx-io · Science and healthPubMed MCP — wraps the NCBI E-utilities API (biomedical literature, free, no auth)77
- 31MCP Ca Medical Exclusions pipeworx-io · Science and healthCalifornia DHCS Medi-Cal Suspended and Ineligible (S&I) Provider List screening — fleet #2805, the second state exclusion pack after mcps/ny-omig-exclusions (fleet #2788).77
- 32fitbitmcp davidmosiah · Science and healthPrivacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.76
- 33brewers-almanack gregario · Science and healthBrewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes76
- 34polymath-megablaster-mcp headlessherm-creator · Science and healthLocal deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.75
- 35france-data-mcp cturkieh · Science and healthFrench public-data MCP: cross-ref health, demographics, business, geo & real-estate.74
- 36ouramcp davidmosiah · Science and healthPrivacy-first, unofficial Oura MCP server for AI health, sleep, activity and heart-rate agents.74
- 37MCP Health Monitor oaslananka · Science and healthMonitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics74
- 38zigbee2mqtt-mcp alexpfau · Science and healthAdminister a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management.73
- 39withingsmcp davidmosiah · Science and healthPrivacy-first, unofficial Withings MCP server for AI health, sleep, activity and heart-rate agents.73
- 40Jarroba Tools · Calculation Invarato · Science and healthMaths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.73
- 41CLIO Scientific Catalog iowarp · Science and healthOperator-owned scientific dataset discovery for remote agents73
- 42CLIO Spack iowarp · Science and healthStructured Spack discovery and installation tools for scientific agents73
- 43onecite HzaCode · Science and healthGenerate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.71
- 44codesentinel-mcp icohangar-ops · Science and healthCodebase health MCP: dead code, cycles, coupling, architectural drift.70
- 45ASTM LIS Analyzer Receiver K-Dense-AI · Science and healthMCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2).70
- 46Atlas Scientific EZO Sensors K-Dense-AI · Science and healthMCP server for Atlas Scientific EZO sensor circuits (pH, ORP, DO, EC, RTD, HUM, CO2, PRS) over UART.70
- 47Bluetooth LE Health Sensors K-Dense-AI · Science and healthMCP server for Bluetooth LE health sensors (standard GATT profiles).70
- 48maccabi-health orenyomtov · Science and healthRead your own Maccabi Healthcare records: labs, prescriptions, visits, referrals, PDFs.70
- 49Axcient MCP servosity · Science and healthEvery x360Recover endpoint, plus the fleet-wide backup-health answers the API alone can't give70
- 50Cove Data Protection MCP servosity · Science and healthFleet-wide Cove Data Protection backup health, billing, and storage trends from your terminal.70
- 51Rewst MCP servosity · Science and healthOperate and monitor Rewst RPA across every client org: automation health, failures, ROI, and drift.70
- 52ThreatDown MCP servosity · Science and healthEvery ThreatDown OneView API, plus fleet-wide stale-endpoint, health and seat reports across all70
- 53Bitdefender MCP servosity · Science and health140 GravityZone API methods, plus fleet health, billing and incident views across child companies.70
- 54MCP Fda Devices pipeworx-io · Science and healthFDA medical-device regulatory intelligence from keyless openFDA datasets.70
- 55Pi Claude Code UI FammasMaz · Science and healthClaude Code-style grouped tool rows for pi with Ctrl+O/Ctrl+Shift+O previews, math rendering, and consistent built-in, MCP, and custom tool rendering69
- 56Phoenix Zero — L2 Health Oracle kant19801201behax5 · Science and healthPre-flight L2 health check using kernel-level eBPF telemetry. PASS/DEGRADED/FAIL verdict.67
- 57MyMedi-AI MyMedi-AI · Science and healthDME billing and medical coding: code lookup, DMEPOS fee schedules, Medicare prior-auth checks67
- 58Arxiv fritzprix · Science and healthAn arXiv MCP server for searching and retrieving academic papers.67
- 59Getcompetitive mriver15 · Science and healthMCP server for Pokémon Champions competitive play: official Regulation Sets, usage-derived meta, and battle math for team building and decision making67
- 60MCP Http juriesmit · Science and healthIn-process product MCP HTTP envelope: fail-closed Bearer, RFC 9728 challenge, health probe. Extracted from Baton and Docket.66
Skills (29)
- 1oral-health-analyzer sickn33 · Science and health分析口腔健康数据、识别口腔问题模式、评估口腔健康状况、提供个性化口腔健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。82
- 2classroom Atmosphere · Science and healthMulti-room AI classroom where all students see AI responses simultaneously, with per-room subject focus (math, science, code, general). Use for shared-broadcast educational settings.80
- 3creating-data-visualizations foryourhealth111-pixel · Science and healthCreate analytical charts and plots from existing data. Use for exploratory or reporting visuals such as bars, lines, scatters, and dashboards; not for publication-grade scientific figures or AI-generated schematics.79
- 4math-calculator apache · Science and healthCalculate simple mathematical expressions using shell commands. Use when the user asks to perform arithmetic calculations like addition, subtraction, multiplication, division, or more complex math expressions.76
- 5calculator NVIDIA · Science and healthEvaluate mathematical expressions and unit conversions. Handles arithmetic, percentages, exponents, and common unit conversions (temperature, distance, weight). No external dependencies.76
- 6math_guide siddsachar · Science and healthGuidance for routing math queries between calculator and Wolfram Alpha.75
- 7chronic.followup XiaoLuoLYG · Science and healthFollow up on recurring health needs and medication routines.73
- 8taiyi-health Dong90 · Science and healthTaiyiForge 辅助 — 代码库健康巡检。四端通用。72
- 9link-health gowtham0992 · Science and healthUse at the start of Link work when readiness is unclear, after installs or upgrades, and before repairs; verify health, inspect interrupted writes, back up, and repair generated indexes without MCP.72
- 10analyze nwiizo · Science and healthRun and interpret cargo-coupling analysis for tfmcp, including coupling health, hotspots, and baseline comparisons.71
- 11ijfw-doctor FerroxLabs · Science and healthDiagnose IJFW integration health per platform. Trigger: 'doctor', 'check setup', /doctor71
- 12style-iso-24495 SamGu-NRX · Science and healthUse when the reader must find, understand, and act on the text: public-facing docs, legal or policy communication, science writing for non-specialists, UI copy, and answers that explain a finding or a right. Prefer this when structure and findability matter. Do not use for controlled procedures or for classical essay prose.70
- 13jamf-audit Jamf-Concepts · Science and healthRun Jamf Pro instance health audit, prioritize findings, explain issues, and offer remediation70
- 14cull-release-verify glebis · Science and healthUse when verifying or auditing a Cull release, DMG, updater archive, notarization, Homebrew cask, installed version, launch health, or post-publication distribution state.69
- 15catgo Hello-QM · Science and healthCatGO materials science assistant. Manipulate crystal structures, build nanostructures, generate DFT/MD inputs, and analyze electronic/vibrational properties via CatGO MCP tools.69
- 16discover-biological-analog yogsoth-ai · Science and healthIdentify biological systems that achieve the target function under comparable constraints, without assuming surface similarity.68
- 17team-chemistry-evaluator OneWave-AI · Science and healthAnalyze roster fit and personality dynamics. Leadership assessment, role clarity, locker room culture, trade/signing impact.68
- 18analyze-heterogeneity yogsoth-ai · Science and healthIdentify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup/meta-regression/outlier investigation.68
- 19dot-ai-version vfarcic · Science and healthGet comprehensive system health and diagnostics67
- 20google-health davidmosiah · Science and healthUnofficial Google Health Connect data for AI agents. Prefer MCP tools if connected; otherwise the package CLI. Use when the user wants Google Health data or actions through an agent.67
- 21maxquant-processor a5c-ai · Science and healthMaxQuant mass spectrometry skill for protein identification and quantification67
- 22bwa-aligner a5c-ai · Science and healthBWA-MEM2 alignment skill for mapping sequencing reads to reference genomes with optimized parameter selection67
- 23ca-adr-status arbiterForge · Science and healthInspect ADR health read-only; optionally select one ADR with --adr N.66
- 24doctor fakechris · Science and healthRun health checks over OVP vault state. Use when status looks off, index/tools misbehave, or before trusting ask coverage.66
- 25mathmodel-studio yan315598-design · Science and healthPlugin shim for mathmodel-studio. Use when Codex invokes the math modeling plugin for CUMCM 国赛, 中国研究生数学建模竞赛（华为杯）, 华数杯, MCM/ICM, Diangong Cup, APMCM, 建模, 相似题或子问检索, Stage 知识包, 论文证据链, model selection, robustness analysis, paper writing, or final review.66
- 26stats ThinkfleetAI · Science and healthShow MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps. Use when checking "how many memories do I have", auditing distribution before a cleanup, or giving a quick health read.66
- 27add-domain-pack fl-sean03 · Science and healthCreate a namespaced scientific domain pack without changing OpenSDL core execution semantics. Use when adding scientific models, units, standards, or schemas for a domain.66
- 28daily-arxiv-ai-enhanced dw-dengwei · Science and health通过URL请求，从daily-arxiv-ai-enhanced项目中获取论文json数据66
- 29status LilMGenius · Science and healthShow current persona health and content pipeline status66
