Scientific MCP servers

1,354 tagged Scientific, measured the same way as everything else here.

Browse within: mcp-server 332model-context-protocol 289pipeworx 189bioinformatics 56LLM 44agentic-ai 30ai-tools 24fastmcp 23llm-tools 22cyanheads 21arxiv 18climate 15healthcare 15health 14

precision-math-mcp

241

nerdo/precision-math-mcp

MCP server Claude CodeCodexCursor +2

MCP server providing precise mathematical computation via math.js. Runs locally from the @nerdo/precision-math-mcp npm package.

not rated 3 7mo ago A tokens not measured original MIT

spedas-agent-kit

242

spedas/spedas_agent_kit

MCP server Claude CodeCodexCursor +2

MCP server "spedas-agent-kit" as configured in spedas/spedasagentkit. Runs locally from the spedas-agent-kit Python package. Needs 5 environment variables to run.

not rated 3 1mo ago A tokens not measured original MIT

openfoam-mcp

243

ymg2007/openfoam-mcp

MCP server Claude CodeCodexCursor +2

MCP server "openfoam-mcp" as configured in ymg2007/openfoam-mcp. Runs locally from the openfoam-mcp Python package.

not rated 3 7mo ago A tokens not measured

astronomy-oracle

244

gregario/astronomy-oracle

MCP server Claude CodeCodexCursor +2

Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC. Runs locally from the astronomy-oracle npm package.

not rated 3 6d ago A tokens not measured original MIT

weather

245

trilogy-group/youtube-summarizer-mcp

MCP server Claude CodeCodexCursor +2

PyWeather branch; bindings for Davis Vantage Pro and Pro2 weather stations, upload of weather data (e.g. wunderground.com), and meteorological calculation/conversion functions. Runs locally from the weather Python package.

not rated 3 9mo ago A tokens not measured

arxiv-mcp-server

246

lecigarevolant/arxiv-mcp-server-gpt

MCP server Claude CodeCodexCursor +2

A flexible arXiv search and analysis service with MCP protocol support. Runs locally from the arxiv-mcp-server Python package.

not rated 3 11mo ago A tokens not measured original MIT

water-chemistry-mcp

247

puran-water/water-chemistry-mcp

MCP server Claude CodeCodexCursor +2

MCP server "water-chemistry-mcp" as configured in puran-water/water-chemistry-mcp. Launched with uv --directory . run python server.py. Needs 2 environment variables to run.

not rated 3 6mo ago A tokens not measured original MIT archived

brahe-mcp

248

duncaneddy/brahe-mcp

MCP server Claude CodeCodexCursor +2

MCP server wrapping the Brahe astrodynamics library. Runs locally from the brahe-mcp Python package.

not rated 3 +1 1mo ago A tokens not measured original MIT

idfkit-mcp

249

idfkit/idfkit-mcp

MCP server Claude CodeCodexCursor +2

An MCP server exposing EnergyPlus model authoring, validation, and simulation via idfkit. Runs locally from the idfkit-mcp Python package.

not rated 3 2mo ago A tokens not measured original MIT

tigl-mcp

250

cmudrc/tigl-mcp

MCP server Claude CodeCodexCursor +2

An MCP around the TiGL library. Runs locally from the tigl-mcp Python package.

not rated 3 20d ago A tokens not measured original MIT

biomarker-mcp

251

scmcphub/biomarker-mcp

MCP server Claude CodeCodexCursor +2

Natural language interface for celltype marker query through MCP. Runs locally from the biomarker-mcp Python package.

not rated 3 1y ago A tokens not measured

solar-mcp

252

qso-graph/solar-mcp

MCP server Claude CodeCodexCursor +2

MCP server for solar indices and space weather — SFI, SSN, Kp, DSCOVR, alerts. Runs locally from the solar-mcp Python package.

not rated 2 2mo ago A tokens not measured

cernion-energy-tools

253

energychain/cernion-energy-tools

MCP server Claude CodeCodexCursor +2

Energy-domain MCP tools for Cernion context, evidence and guarded process preparation. Remote server at api.cernion.de.

not rated 2 3d ago A tokens not measured GPL-3.0

math-court

254

gaiaftcl-sudo/uum8dSolarResearch

MCP server Claude CodeCodexCursor +2

No-float UUM-8D Math Court. Integer courts and certified MCP. Floats refused. Remote server at affine.earth.

not rated 2 today A tokens not measured

labmate-mcp

255

JonasRackl/labmate-mcp

MCP server Claude CodeCodexCursor +2

Your AI lab companion — 78 MCP tools from literature search to benchwork to publication. Runs locally from the labmate-mcp Python package. Needs 2 environment variables to run.

not rated 2 7mo ago A tokens not measured original MIT

nebulamind

256

DuhoKim/NebulaMind

MCP server Claude CodeCodexCursor +2

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation. Runs locally from the @kuntori/nebulamind-mcp npm package. Needs 1 environment variable to run.

not rated 2 today A tokens not measured original MIT

petromcp

257

ameyxd/petromcp

MCP server Claude CodeCodexCursor +2

Local-first MCP server for petroleum data. Reads LAS well logs and DLIS files; SEG-Y and pump cards next. Runs locally from the petroleum-mcp Python package.

not rated 2 1mo ago A tokens not measured original MIT

molecular-mcp

258

andylbrummer/math-mcp

MCP server Claude CodeCodexCursor +2

One of 4 in server.json

MCP server for classical molecular dynamics simulations. Runs locally from the scicomp-molecular-mcp Python package.

not rated 2 4mo ago A tokens not measured original MIT

astrodynamics-mcp

259

astro-tools/astrodynamics-mcp

MCP server Claude CodeCodexCursor +2

MCP server "astrodynamics-mcp" as configured in astro-tools/astrodynamics-mcp. Runs locally from the astrodynamics-mcp[gmat] Python package.

not rated 2 3mo ago A tokens not measured original MIT

ouramcp

260

davidmosiah/oura-mcp

MCP server Claude CodeCodexCursor +2

Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and heart-rate agents. Runs locally from the oura-mcp-unofficial npm package. Needs 8 environment variables to run.

not rated 2 5d ago A tokens not measured original MIT

scholar-mcp

261

pvliesdonk/scholar-mcp

MCP server Claude CodeCodexCursor +2

FastMCP server for scholarly sources (papers, patents, books, and standards) with metadata enrichment and docling PDF conversion. Runs locally from the pvliesdonk-scholar-mcp Python package. Needs 19 environment variables to run.

not rated 2 3d ago A tokens not measured original MIT

tabedata-mcp

262

mrslbt/tabedata-mcp

MCP server Claude CodeCodexCursor +2

Bilingual JP/EN Japanese food nutrition for AI: 460 sourced konbini, chain & brand items. Runs locally from the tabedata-mcp npm package.

not rated 2 1mo ago A tokens not measured original MIT

biolit

263

rachadele/biolit

MCP server Claude CodeCodexCursor +2

LLM-assisted biomedical literature screening and structured extraction for PubMed and GEO. Runs locally from the biolit Python package. Needs 6 environment variables to run.

not rated 2 10d ago A tokens not measured

vfb3-mcp

264

VirtualFlyBrain/VFB3-MCP

MCP server Claude CodeCodexCursor +2

MCP server "vfb3-mcp", hosted remotely at vfb3-mcp.virtualflybrain.org, as configured in VirtualFlyBrain/VFB3-MCP.

not rated 2 5d ago A tokens not measured original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: