Scientific

16,357 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

abaqus-mcp

1537

yezg9920-kely/abaqus-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Abaqus/Standard FEA: builds models, runs jobs, and autonomously diagnoses and fixes solver failures. Runs locally from the abaqus-mcp Python package.

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

solematica-mcp

1538

n3m1/solematica-mcp

MCP server Claude CodeCodexCursor +2

Solar estimates, provider comparison, energy prices and blog for Italy. Runs locally from the @solematica/mcp-server npm package. Needs 2 environment variables to run.

not rated 1 +1 7mo ago A tokens not measured original MIT

cruncher-mcp

1539

islobodan/cruncher-mcp

MCP server Claude CodeCodexCursor +2

Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion. Runs locally from the @slbdn/cruncher-mcp npm package. Needs 2 environment variables to run.

not rated 1 4mo ago A tokens not measured original MIT

alphafold

1540

pipeworx-io/mcp-alphafold

MCP server Claude CodeCodexCursor +2

AlphaFold DB MCP — predicted protein structures. Remote server at gateway.pipeworx.io.

not rated 1 8d ago A tokens not measured copy · 75% MIT

itis

1541

pipeworx-io/mcp-itis

MCP server Claude CodeCodexCursor +2

ITIS (Integrated Taxonomic Information System) MCP. Remote server at gateway.pipeworx.io.

not rated 1 4d ago A tokens not measured original MIT

opentopography

1542

pipeworx-io/mcp-opentopography

MCP server Claude CodeCodexCursor +2

MCP server "opentopography", hosted remotely at gateway.pipeworx.io, as configured in pipeworx-io/mcp-opentopography.

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

cosmetic-regulatory

1543

rootsbymenda/roots-mcp-server

MCP server Claude CodeCodexCursor +2

Cosmetic safety: NOAEL, MoS, SCCS, 12 jurisdictions. 30K ingredients. Free. Remote server at roots-mcp-server.rootsbybenda.workers.dev.

not rated 1 +1 5mo ago A tokens not measured original MIT

tap

1544

starfetch-js/starfetch

Skill Codex

Use when working with astronomical Table Access Protocol (TAP), ADQL query submission, VOSI capabilities/availability/tables metadata, VOTable TAP results, UWS async jobs, TAP output formats, or CLI/library behavior that depends on official IVOA TAP-family protocol semantics.

not rated 1 +1 1mo ago A 59 tokens original MIT

vmd-hydrate-mcp

1545

wjgoarxiv/vmd-hydrate-mcp

MCP server Claude CodeCodexCursor +2

An MCP server that drives VMD for GROMACS/LAMMPS trajectory analysis, scripted rendering, and clathrate-hydrate cage science (H-bond networks, F3/F4 order parameters). Runs locally from the vmd-hydrate-mcp Python package.

not rated 1 4mo ago A tokens not measured original MIT

math-svg-mcp

1546

wspringer/math-svg-mcp

MCP server Claude CodeCodexCursor +2

Convert LaTeX math expressions to crisp, scalable SVG images. Runs locally from the math-svg-mcp npm package.

not rated 1 9mo ago A tokens not measured

meta-analysis

1548

zamushwani/biomedical-ai-skills

Skill Claude CodeCodex

Systematic review and meta-analysis for clinical and preclinical evidence. Covers protocol registration, search strategy, screening, PRISMA 2020 flow diagrams, risk of bias, pooling with fixed and random effects models, small-study effects, sensitivity diagnostics, network meta-analysis, and GRADE/CINeMA certainty…

not rated 1 1mo ago A 0 tokens original MIT

knows-mcp-server

1549

PancrePal-xiaoyibao/MCP-KnowS-AI

MCP server Claude CodeCodexCursor +2

A local Model Context Protocol (MCP) server for KnowS, a platform for searching and analysing medical evidence.

not rated 1 6mo ago A tokens not measured

unicode-puzzles-mcp

1550

vetcoders/unicode-puzzles-mcp

MCP server Claude CodeCodexCursor +2

MCP server for quantum steganography puzzles using Unicode. Runs locally from the unicode-puzzles-mcp npm package.

not rated 1 4mo ago A tokens not measured original MIT

scm

1551

Mavis2103/skill-context-manager

MCP server Claude CodeCodexCursor +2

Gui for EPSC model and inverse analysis. Runs locally from the scm Python package.

not rated 1 4mo ago A tokens not measured original MIT

bvbrc

1552

soham-shukla/mcp-bvbrc

MCP server Claude CodeCodexCursor +2

MCP server "bvbrc" as configured in soham-shukla/mcp-bvbrc. Runs /path/to/bvbrc.py with python. Needs 1 environment variable to run.

not rated 1 9mo ago A tokens not measured

fsnb-mcp

1553

pyrfor/fsnb-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server that provides Finnish construction cost rates from the FSNB-2022 (GES) standard. It stores the data in an offline SQLite database with full-text search.

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

ols-mcp

1554

thoraxe/ols-mcp

MCP server Claude CodeCodexCursor +2

MCP for retrieving things from the Ontology Lookup Service. Runs locally from the ols-mcp Python package.

not rated 1 12mo ago A tokens not measured

paper-search

1555

its-antony/paper-search

MCP server Claude CodeCodexCursor +2

Scientific paper search and ranking across OpenAlex, Semantic Scholar, and Unpaywall. Runs locally from the paper-search Python package.

not rated 1 5mo ago A tokens not measured original MIT

avizo

1556

songyb1998/avizo-mcp

Skill Codex

Automate Thermo Scientific Amira-Avizo projects with the local Avizo MCP server. Use when Codex needs to inspect Avizo/Amira data folders, summarize .hx workflows, classify .am/.measure.am/TIFF/Header files, generate reproducible .hx or Avizo Python scripts, create .pyscro plus .rc script-object skeletons, launch…

not rated 1 4mo ago A 105 tokens

hysys-mcp

1557

baojunjiang1711-lang/AspenHYSYS-MCP-Server-backup

MCP server Claude CodeCodexCursor +2

MCP server "hysys-mcp" as configured in baojunjiang1711-lang/AspenHYSYS-MCP-Server-backup. Runs locally from the hysys-mcp Python package.

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

pollux

1558

Wsyjq/pollux

MCP server Claude CodeCodexCursor +2

A JAX framework for data-driven latent variable models, with models for stellar spectroscopy. Runs locally from the pollux Python package.

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

eviews-mcp

1559

merwanroudane/MCP_EVIEWS

MCP server Claude CodeCodexCursor +2

Drive EViews from Python, and expose it to LLM clients over MCP. Runs locally from the eviews-mcp Python package.

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

clinical-trials-mcp

1560

brown-tech-info/Clinical-Trials-Gov-MCP

MCP server Claude CodeCodexCursor +2

MCP server "clinical-trials-mcp" as configured in brown-tech-info/Clinical-Trials-Gov-MCP. Runs locally from the clinical-trials-mcp Python package.

not rated 1 1y ago A tokens not measured

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: