Scientific

15,345 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.

robins-i-mcp

1561

Black-Swan-Causal-Labs/robins-i-mcp

MCP server Claude CodeCodexCursor +2

MCP server implementing ROBINS-I V2 (follow-up/cohort) as a deterministic, provenanced risk-of-bias engine for one result of a non-randomized study. Runs locally from the robins-i-mcp Python package.

not rated 0 1mo ago A tokens not measured original Apache-2.0

target-mcp

1562

Black-Swan-Causal-Labs/target-mcp

MCP server Claude CodeCodexCursor +2

MCP server operationalizing the TARGET reporting guideline (Cashin et al., JAMA/BMJ 2025) as a deterministic, provenanced scoring engine for target trial emulation studies. Runs locally from the target-mcp Python package.

not rated 0 22d ago A tokens not measured original Apache-2.0

moonlora

1563

LudvigCosma/moonlora-mcp

MCP server Claude CodeCodexCursor +2

Moon phases, moon signs, full/new moon dates 1900-2100, moonrise/moonset for any coordinates. Remote server at moonlora.com.

not rated 0 1mo ago A tokens not measured original MIT

vfb3-mcp

1564

Robbie1977/VFB3-MCP

MCP server Claude CodeCodexCursor +2

MCP server for Drosophila neuroscience data from VirtualFlyBrain. Remote server at vfb3-mcp.virtualflybrain.org.

not rated 0 20d ago A tokens not measured copy · 100% MIT archived

ground-motion

1565

james-sib/sibfly-api

MCP server Claude CodeCodexCursor +2

Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report, misses free. Remote server at sibfly.com.

not rated 0 2mo ago A tokens not measured

wafergraph-mcp

1566

jasonpalmer1/wafergraph-mcp

MCP server Claude CodeCodexCursor +2

Read-only MCP server for wafergraph.com's semiconductor & AI supply-chain data: 30 tools, no auth. Remote server at wafergraph-mcp.jwpalm99.workers.dev.

not rated 0 14d ago A tokens not measured

costheta

1567

costhetadev/costheta-verify

MCP server Claude CodeCodexCursor +2

Verifiable physical randomness from cosmic-ray detections. Free beacon, paid signed decisions. Remote server at costheta.dev.

not rated 0 29d ago A tokens not measured original MIT

world-data-statistics

1568

Adarsh4052/starwell-mcp

MCP server Claude CodeCodexCursor +2

Statistics from 28 agencies: FRED, Eurostat, ECB, World Bank, OECD. Cited values, computed answers. Runs locally from the starwell-mcp npm package. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured original MIT

food-db

1569

yuki00yossi/toriigate-platform

MCP server Claude CodeCodexCursor +2

Resolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables. Remote server at toriigate.dev.

not rated 0 2mo ago A tokens not measured original MIT

au-weather-mcp-expert

1570

Bigred97/au-weather-mcp

Agent Claude Code

Use when the user asks about Australian weather, climate, or air quality — current observations, multi-day forecasts, historical archive going back to 1940, PM2.5 / AQI, bushfire smoke checks, multi-city dashboards. Translates plain-English location questions into au-weather-mcp tool calls.

not rated 0 1mo ago A 69 tokens original MIT

nve-mcp

1571

3121n/nor-data-nve-mcp

MCP server Claude CodeCodexCursor +2

Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate. Runs locally from the @nor-data/nve-mcp npm package.

not rated 0 3mo ago A tokens not measured

statfin-mcp

1572

3121n/nor-data-statfin-mcp

MCP server Claude CodeCodexCursor +2

Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-stat2 data. Runs locally from the @nor-data/statfin-mcp npm package.

not rated 0 3mo ago A tokens not measured

eeg-mcp

1573

AImplifier/eeg-mcp

MCP server Claude CodeCodexCursor +2

A MCP for real-time EEG: BrainFlow streaming with events, wall-clock replay of existing recordings, stateful online DSP, and stimulation event output to software and hardware (TMS/tES) targets. Runs locally from the eeg-mcp Python package.

not rated 0 1mo ago A tokens not measured original BSD-3-Clause

gagelink

1574

Adeniyikayodee/gagelink

MCP server Claude CodeCodexCursor +2

MCP server and Python library giving AI agents hydrology data: river level, streamflow, flood forecasts, basins, and satellite water levels from USGS, NOAA, France's Hub'Eau, the UK Environment Agency, and SWOT, with units, datums, and record quality attached. Runs locally from the gagelink Python package. Needs 1…

not rated 0 10d ago A tokens not measured original MIT

traintools

1575

AparajeetS/Traintools

MCP server Claude CodeCodexCursor +2

Agent-ready, paper-backed PyTorch training diagnostics for gradients, batches, data quality, plasticity, and stopping. Runs locally from the traintools Python package.

not rated 0 1mo ago A tokens not measured original MIT

clinical-trials-ai-mcp

1576

CSOAI-ORG/clinical-trials-ai-mcp

MCP server Claude CodeCodexCursor +2

MCP server for clinical trials ai. Features search trials, check eligibility, get trial details. From MEOK AI Labs. Runs locally from the clinical-trials-ai-mcp Python package.

not rated 0 10d ago A tokens not measured original MIT

fishkeeper-ai-mcp

1577

CSOAI-ORG/fishkeeper-ai-mcp

MCP server Claude CodeCodexCursor +2

MCP server for fishkeeper ai. Features analyze water params, identify fish, check compatibility. From MEOK AI Labs. Runs locally from the fishkeeper-ai-mcp Python package.

not rated 0 10d ago A tokens not measured original MIT

CSOAI-ORG/gods-eye-geospatial-mcp

MCP server Claude CodeCodexCursor +2

Gods Eye — civilian open-source geospatial awareness MCP. Wraps open-licence APIs (ESA Copernicus Sentinel-1/2/3/5p, OpenStreetMap, Overture, Ordnance Survey UK, INSPIRE EU, DEFRA) behind the MEOK Care Membrane ethics gate. For AI-agent situational awareness, environmental compliance, disaster response, agriculture.…

not rated 0 10d ago A tokens not measured original MIT

healthcare-fhir-mcp

1579

CSOAI-ORG/healthcare-fhir-mcp

MCP server Claude CodeCodexCursor +2

Healthcare Fhir tools for AI agents. Capabilities: search patients, get patient, search conditions. Built by MEOK AI Labs. Runs locally from the healthcare-fhir-mcp Python package.

not rated 0 10d ago A tokens not measured original MIT

math-solver-ai-mcp

1580

CSOAI-ORG/math-solver-ai-mcp

MCP server Claude CodeCodexCursor +2

Math Solver Ai automation via MCP. Includes solve equation, statistics summary, matrix operations. By MEOK AI Labs. Runs locally from the math-solver-ai-mcp Python package.

not rated 0 10d ago A tokens not measured original MIT

unit-converter-ai-mcp

1581

CSOAI-ORG/unit-converter-ai-mcp

MCP server Claude CodeCodexCursor +2

AI-powered unit converter ai MCP server for agents. Supports convert length, convert weight, convert temperature. By MEOK AI Labs. Runs locally from the unit-converter-ai-mcp Python package.

not rated 0 10d ago A tokens not measured

cropgraph

1582

Cropgraph/cropgraph

MCP server Claude CodeCodexCursor +2

CropGraph MCP. Crops, companions, pests, rotation, soil, GDD, pest intelligence. Runs locally from the @cropgraph/mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

decimer-mcp-server

1583

DocMinus/DecimerMCPServer

MCP server Claude CodeCodexCursor +2

MCP adapter server for DECIMER FastAPI image-to-SMILES endpoint. Runs locally from the decimer-mcp-server Python package.

not rated 0 5mo ago A tokens not measured original MIT

methods-mcp

1584

FlynnLachendro/methods-mcp

MCP server Claude CodeCodexCursor +2

Lightweight, on-demand MCP server for structured methods extraction and reproducibility heuristics on academic papers. Runs locally from the methods-mcp Python package. Needs 3 environment variables to run.

not rated 0 2mo ago A tokens not measured original MIT