Odel

Science & research

Academic papers, scientific computing, and data on the earth, the climate, space and the weather.

1,875 servers1,102 publishers10 tags

All of Science & research

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
NASA images
@kaitoy · External

MCP server with UI for NASA images

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Energyatit
@kasathur · External

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
SageMath
@justice8096 · External

MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.

4% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
AEMET
@jocarrd · External

MCP server for AEMET: Spain's official forecasts, warnings, observations and climate data.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Code of PaperRun by its publisher: served from their own domain, namespace checked by the registry.
@isagelswann · External

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Cruncher
@islobodan · External

Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Industrial-AIOps Energy
@industrial-aiops · External

Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Auseklis Astrology
@igmizo · External

Astrology from a real ephemeris: natal charts, transits, synastry, eclipses, returns. No API keys.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Seismic
@hoon1983 · External

Unified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Huoshui PDF Translator
@huoshuiai42 · External

An MCP server that provides PDF translation service

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
WemsRun by its publisher: served from their own domain, namespace checked by the registry.
@heliosarchitect · External

Real-time natural hazard monitoring: earthquakes, tsunamis, volcanoes, solar weather, air quality

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Globalpulse
@gpavan1992 · External

Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Wapimaji
@gabrielmahia · External

Kenya drought-response toolkit: simulated drought phases, confirmed SMS alerts, coordination events

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Fronius
@flowiesner · External

Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Openpaper
@federicodeponte · External

Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP

6% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
OSF CLI Go
@edithatogo · External

Read-only MCP tools for authenticated Open Science Framework projects and files.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
Sourceright
@edithatogo · External

Reference verification MCP server for CSL bibliographies, evidence, and audited writes.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
HEA-BenchRun by its publisher: served from their own domain, namespace checked by the registry.
@dfieser · External

High-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Plutocalcdesigner
@danpeig · External

Plutocalc Designer is a software suite for water and wastewater treatment plants design

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
OEIS
@daedalus · External

MCP server for the OEIS (Online Encyclopedia of Integer Sequences) API

2% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Parigp
@daedalus · External

MCP server exposing cypari2 (PARI/GP) number theory library

3% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
RatebookRun by its publisher: served from their own domain, namespace checked by the registry.
@cbetz · External

Open MCP server for US electricity tariffs: real rate lookup, bill estimates, and when to charge.

2% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Discrete StructuresRun by its publisher: served from their own domain, namespace checked by the registry.
@zohaibcodez · External

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Scopus
@smaboundless · External

Search Scopus abstracts, authors, and export citations via Elsevier API

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.

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