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.
Apple iCloud
@chrischall · External

Unofficial: Apple Music, iCloud Calendar/Contacts/Mail, Apple Maps and WeatherKit, no Mac needed

6% 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.
GridPulse: U.S. Energy Data
@noah-silver · External

U.S. grid mix, retail electricity prices and Henry Hub gas prices (EIA), paid per call via x402.

6% 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 MCPB.Free to use.
MCP server: One MCP server.
xpay Content Research
@xpaysh · External

40+ content research tools. Perplexity, Tavily, Semantic Scholar, FLUX, Ideogram, Recraft.

12% 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.
PVPC
@rfdez · External

Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

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.
BMKG
@mrfentmen · External

Keyless BMKG Indonesia: forecasts by village code, earthquakes.

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.The repository cannot be reached since 28 Sep.Free to use.
MCP server: One MCP server.
AlphaFold
@mrfentmen · External

Keyless MCP server for AlphaFold: protein structure predictions by UniProt accession, confidence...

6% 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.The repository cannot be reached since 28 Sep.Free to use.
MCP server: One MCP server.
HelioSPICERun by its publisher: served from their own domain, namespace checked by the registry.
@huangzesen · External

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

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.
Pondlog eBird
@andrewschristison · External

eBird MCP server. 21 tools covering eBird API v2: observations, hotspots, checklists, taxonomy.

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 npm.Free to use.
MCP server: One MCP server.
federated AI commonsRun by its publisher: served from their own domain, namespace checked by the registry.
@toby-self · External

MCP server for a federated AI-commons governance simulation with a verified compliance oracle.

3% 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.
Developer Tools
@thenextgennexus-io · External

Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar

9% 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.
Notanda (Beta)Run by its publisher: served from their own domain, namespace checked by the registry.
@rudiregenwurm · External

Every OpenAlex search stores its request, response and checksums so sources can be checked later.

3% 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.
Jarroba ToolsRun by its publisher: served from their own domain, namespace checked by the registry.
@invarato · External

134 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.

4% 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 npm.Free to use.
MCP server: One MCP server.
Jarroba Tools · CalculationRun by its publisher: served from their own domain, namespace checked by the registry.
@invarato · External

Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.

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.
Nigeria Electricity
@braynexservices · External

Read-only Nigerian electricity meter validation + DisCo list via VTpass (free keys). No payments.

6% 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.
VweatherstationRun by its publisher: served from their own domain, namespace checked by the registry.
@vweatherstation · External

Settlement-grade market weather + general current/forecast weather for any location, via x402.

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.
TensorCADRun by its publisher: served from their own domain, namespace checked by the registry.
@filip-pajalic · External

Design transformer LLM architectures and report their parameters, FLOPs, memory and cost

3% 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 npm.Free to use.
MCP server: One MCP server.
Conceptio Search
@0x923041-dotcom · External

Search 1M+ open-access papers, standards, and case law from an AI agent.

5% 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.
FORRT ResearchRun by its publisher: served from their own domain, namespace checked by the registry.
@sciencelive4all · External

Produce verifiable FORRT nanopublication chains: grounded quote checks and Science Live projections.

4% 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.
Replication RadarRun by its publisher: served from their own domain, namespace checked by the registry.
@sciencelive4all · External

Turn the OpenAIRE Graph into a ranked replication queue with a Science Live verification overlay.

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.
OpenMEP duct sizingRun by its publisher: served from their own domain, namespace checked by the registry.
@samarmstrong · External

Deterministic HVAC duct sizing at a fixed or Manual D friction rate; grades existing ducts.

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.
Slide
@wyre-ai · External

MCP server for Slide's backup/BDR (business continuity/disaster recovery) 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 Docker.Free to use.
MCP server: One MCP server.
AnnealBridgeRun by its publisher: served from their own domain, namespace checked by the registry.
@thetsungying · External

Optimization middleware for AI agents: JSON problem in, verified and ranked solutions out.

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.
FlagQuantum MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@flagquantum · External

Build, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.

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.
Site Intelligence
@bayrakdaralper · External

Score any coordinate for ecological and agricultural land suitability from satellite 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 PyPI.Free to use.

More topics

Sales & customersMarketing & advertisingShopping & e-commerceBusiness financePersonal finance & investingLegal & governmentSecurity & privacySoftware developmentAI & agentsCloud & IT operationsData & webWork & productivityCommunicationDocuments & writingDesign & mediaNews & informationHealth & fitnessEducation & careersTravel & placesHome & propertyEntertainment & hobbiesIndustry & transport