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.

symbolic_math_mcp

1465

BrosnanYuen/symbolic_math_mcp

MCP server Claude CodeCodexCursor +2

FastMCP server for validating symbolic math YAML files with symbolic-math-verify. Runs locally from the symbolic_math_mcp Python package.

not rated 1 3mo ago A tokens not measured GPL-3.0

zemax-mcp

1466

dongzhaohe321418-lab/zemax-mcp

MCP server Claude CodeCodexCursor +2

MCP server "zemax-mcp" as configured in dongzhaohe321418-lab/zemax-mcp. Runs locally from the zemax-mcp Python package.

not rated 1 2mo ago A tokens not measured

pymemsim-mcp

1467

sinagilassi/PyMemSim-MCP

MCP server Claude CodeCodexCursor +2

PyMemSim-MCP is an MCP-enabled extension of PyMemSim that integrates model-source-driven thermodynamic data with membrane process simulations.It enables LLMs and agents to interact with membrane models through standardized, machine-readable inputs, ensuring unit consistency, reproducibility, and reliable AI-assisted…

not rated 1 2mo ago A tokens not measured original Apache-2.0

hpo-link

1468

berntpopp/hpo-link

MCP server Claude CodeCodexCursor +2

MCP server "hpo-link" as configured in berntpopp/hpo-link. Runs locally from the hpo-link Python package.

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

psychopy

1469

hackerunner/psychopy-mcp

MCP server Claude CodeCodexCursor +2

MCP server "psychopy" as configured in hackerunner/psychopy-mcp. Launched with C:\Users\A\psychopy-mcp\.venv\Scripts\python.exe -m psychopy_mcp.server. Needs 1 environment variable to run.

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

sinagilassi/PyThermoCalcDB-NASA-MCP

Skill Claude CodeCodex

Extract thermodynamic tables and correlations from references (CSV, PDF, images, or text) and convert them into the project's structured pyThermoDB YAML schema. Supports data tables, constants tables, matrix-parameter tables, and equation-based correlations (e.g., Cp, vapor pressure, density, enthalpy of…

not rated 1 2mo ago A 132 tokens original Apache-2.0

nucleotide-archive-mcp

1471

biocontext-ai/nucleotide_archive_mcp

MCP server Claude CodeCodexCursor +2

MCP server for searching European Nucleotide Archive (ENA) datasets. Find RNA-seq studies, retrieve metadata, and discover related publications to validate research hypotheses. Runs locally from the nucleotide-archive-mcp Python package.

not rated 1 8mo ago A tokens not measured original Apache-2.0

space-weather-data-mcp

1472

JimFlannery/space_weather_data_mcp

MCP server Claude CodeCodexCursor +2

MCP server "space-weather-data-mcp" as configured in JimFlannery/spaceweatherdatamcp. Runs locally from the space-weather-data-mcp Python package.

not rated 1 8mo ago A tokens not measured original MIT

secure-cluster-mcp

1473

FlorianSp2000/secure-cluster-mcp

MCP server Claude CodeCodexCursor +2

MCP server for SLURM cluster interactions enabling end-to-end AI-assisted coding workflows. Runs locally from the secure-cluster-mcp Python package.

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

rstudio

1474

lerlerchan/rstudio-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "rstudio" as configured in lerlerchan/rstudio-mcp-server. Runs /mnt/d/rstudio-mcp-server/build/index.js with node.

not rated 1 1y ago A tokens not measured

just-prs

1475

dna-seq/just-prs-mcp

Plugin Claude Code

Bundles 1 skill, 1 MCP server · 109 tokens together

Search the PGS Catalog, compute polygenic risk scores, and produce evidence-aware trait interpretations.

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

statlab-mcp

1476

good-boy4069/statlab-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server offering 30 statistical-analysis tools based on pure calculations. It is designed to give an AI agent reproducible and traceable statistical results.

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

arxiv-mcp-server

1477

RatnamOjha/arvix-mcp-server

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 1 6mo ago A tokens not measured

lean-mcp

1478

KrystianYCSilva/lean-mcp

MCP server Claude CodeCodexCursor +2

MCP server and client for Lean 4 + Mathlib formal verification. Runs locally from the lean-mcp Python package. Needs 1 environment variable to run.

not rated 1 8mo ago A tokens not measured original MIT

arxivsmart

1479

florianbuetow/arxiv-smart-mcp

MCP server Claude CodeCodexCursor +2

MCP server "arxivsmart" as configured in florianbuetow/arxiv-smart-mcp. Runs locally from the arxivsmart Python package.

not rated 1 8mo ago A tokens not measured original MIT

geospatial-tools-mcp

1480

gifro10/geospatial-tools-mcp

MCP server Claude CodeCodexCursor +2

MCP server "geospatial-tools-mcp" as configured in gifro10/geospatial-tools-mcp. Runs locally from the geospatial-tools-mcp Python package.

not rated 1 9mo ago A tokens not measured original MIT

pocketscout-mcp

1481

Proprius-Labs/pocketscout-mcp

MCP server Claude CodeCodexCursor +2

MCP server "pocketscout-mcp" as configured in Proprius-Labs/pocketscout-mcp. Runs locally from the pocketscout-mcp Python package.

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

stata-executor

1482

JinYuKiKK0/Stata-Executor-MCP

MCP server Claude CodeCodexCursor +2

MCP server "stata-executor" as configured in JinYuKiKK0/Stata-Executor-MCP. Runs locally from the D:\Developments\PythonProject\Harness-Stata\stata-executor Python package. Needs 2 environment variables to run.

not rated 1 6mo ago A tokens not measured

watertap-engine-mcp

1483

puran-water/watertap-engine-mcp

MCP server Claude CodeCodexCursor +2

MCP server "watertap-engine-mcp" as configured in puran-water/watertap-engine-mcp. Runs locally from the watertap-engine-mcp Python package.

not rated 1 5d ago A tokens not measured

scholaragent

1484

byBasiliosP/RLM-Agent

MCP server Claude CodeCodexCursor +2

Multi-agent scientific literature research system with persistent memory. Runs locally from the scholaragent Python package.

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

latexmk-mcp

1485

coolport/latexmk-mcp

MCP server Claude CodeCodexCursor +2

MCP server for the latexmk LaTeX build tool. Runs locally from the latexmk-mcp npm package.

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

ml-research-workflow

1486

zhyx12/projtool

Skill Claude CodeCodex

Use this skill whenever the user is doing ML experiment work in a projtool-managed repo — that is, requests involving training, runs, manifests, reports, mutagen sync, AutoDL instances, GPU provisioning, experiment branches, worktrees, image builds, research threads / lineage / the docs registry, or projtool tool…

not rated 1 2mo ago A 206 tokens original MIT

manim-server

1487

sagebynature/manim-server

MCP server Claude CodeCodexCursor +2

MCP server "manim-server" as configured in sagebynature/manim-server. Runs locally from the manim-server Python package.

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

medrxiv-mcp

1488

yogsoth-ai/medrxiv-mcp

MCP server Claude CodeCodexCursor +2

MCP server "medrxiv-mcp" as configured in yogsoth-ai/medrxiv-mcp. Runs locally from the medrxiv-mcp Python package.

not rated 1 4mo ago A tokens not measured original Apache-2.0