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.
ReecopediaRun by its publisher: served from their own domain, namespace checked by the registry.
@reeco · External

Regulatory search engine for EU textile sustainability law: ESPR, DPP, CSRD, CBAM, CWA 18291.

5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Sunshine AtlasRun by its publisher: served from their own domain, namespace checked by the registry.
@sunshineatlas · External

Where is it sunny? Monthly sunshine scores, temps, rain, UV and sea temp for 3,833 destinations.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Zhihuo RotoSpider LayoutRun by its publisher: served from their own domain, namespace checked by the registry.
@zhihuo · External

Rotomolding mold-on-arm layout feasibility: which molds fit on a machine arm/spider, and how.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Defiance StorefrontRun by its publisher: served from their own domain, namespace checked by the registry.
@defianceinternational · External

Read-only catalog, sequence, evidence, policy, and COA-verification lookup for an RUO supplier.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Japan Weather & Alerts
@fujimura-ui · External

Japan weather forecasts and disaster alerts from JMA: forecasts, warnings, and earthquake info.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
QueryLinesRun by its publisher: served from their own domain, namespace checked by the registry.
@querylines · External

Surplus lines market data, per query. U.S. E&S: premium, financials, litigation, catastrophe.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
dino.marketsRun by its publisher: served from their own domain, namespace checked by the registry.
@dino · External

Matched Kalshi and Polymarket markets across sports, crypto, weather, and economics over MCP.

10% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
AutoSearchRun by its publisher: served from their own domain, namespace checked by the registry.
@exatoshi · External

PRISMA 2020 systematic reviews as MCP tools - verified citations, IMRAD papers

5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
AQUAVIEWRun by its publisher: served from their own domain, namespace checked by the registry.
@aquaview · External

AQUAVIEW MCP Server - Search and access global oceanographic and environmental datasets.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Gdacs MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@gdacs · External

An MCP server that through www.gdacs.org provides access to web‐based disaster information systems.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
AI/ML Research PapersRun by its publisher: served from their own domain, namespace checked by the registry.
@memoryapi · External

AI/ML research papers from arXiv, DBLP, and HuggingFace

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Biomedical DataRun by its publisher: served from their own domain, namespace checked by the registry.
@memoryapi · External

Biomedical data: compounds, drug info, and molecular targets

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
V-Lab
@volatility · External

Volatility, SRISK, CRISK, liquidity and climate data from NYU Stern's V-Lab, with model forecasts.

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.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
UniBio Intelligence
@unibio-intelligence · External

Connect AI clients to biomedical data and tools.

8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
WeatherMCP
@therealmrfunguy · External

Weather forecasts, current conditions, and location search via Open-Meteo.

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
dynamical.org Weather & Climate Catalog
@dynamical-org · External

Search dynamical.org's open STAC catalog of weather & climate datasets (GFS, ECMWF, HRRR).

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Quantabble — AP Science Misconception Diagnostics
@quantabble · External

Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
TomesphereRun by its publisher: served from their own domain, namespace checked by the registry.
@tomesphere · External

Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figures, and full text.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
WorkbenchRun by its publisher: served from their own domain, namespace checked by the registry.
@seqbench · External

Hosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment, batch & pipelines.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
TapWaterMap
@squidcode · External

Query US tap-water quality from the EPA's SDWIS records — by city, system, or contaminant.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Laytime Calculator Pro
@shipping-ship-it · External

AI-powered laytime, demurrage and despatch calculator for chartering professionals.

8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
GroundAPI
@qingkongzhiqian · External

Real-time data API for AI Agents: stocks, weather, forex, logistics, search, scrape, news, IP.

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.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
BioCosm
@nhoverte · External

Biotech intelligence for AI agents: drugs, targets, diagnostics, PoS estimates, and writeups.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Medical RAG - Clinical Decision Support & Healthcare Knowledge Retrieval
@maxi-moss · External

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.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