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.
Tollbooth Sample
@lonniev · External

Educational Weather Stats MCP Service — Tollbooth DPYC monetization sample

8% 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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Container Tracking MCP
@lxxmng · External

DCSA container tracking across 228 ocean carriers: live vessel positions, ETAs, demurrage alerts.

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.
Voltcast — European electricity prices, forecasts & carbonRun by its publisher: served from their own domain, namespace checked by the registry.
@voltcast · External

European day-ahead electricity prices (43 zones), accuracy-published forecasts, carbon, optimize.

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.
Off-Nadir DeltaRun by its publisher: served from their own domain, namespace checked by the registry.
@offnadir-delta · External

From first signal to satellite evidence: live world-event intelligence and collection planning.

6% 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; you sign in with your account.Free to use.
MCP server: One MCP server.
MetaModel
@joegra2003 · External

AI-callable calculators and engineering models with real formulas. No hallucinated math.

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.
AiSEG2
@chanyou0311 · External

Unofficial read-only MCP server for the Panasonic AiSEG2 HEMS controller.

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.
Behind the Watt
@ykorets · External

Verified behind-the-meter data center power, announcements, and provenance receipts.

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.
Asymptotic EthicsRun by its publisher: served from their own domain, namespace checked by the registry.
@toby-self · External

MCP server for an Asymptotic Ethics 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.
NEM Explorer (ScadaMiner)Run by its publisher: served from their own domain, namespace checked by the registry.
@scadaminer · External

Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, interconnectors, bids.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
CiteStampRun by its publisher: served from their own domain, namespace checked by the registry.
@citestamp · External

Citation-health over a CC0 citation graph: what supports, refutes, or cites a paper. Read-only.

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.
CiteGuard
@lonexreb · External

Open watchdog for retracted & problematic citations: Retraction Watch, OpenAlex, Crossref.

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.
BeachFinder - beaches and live conditionsRun by its publisher: served from their own domain, namespace checked by the registry.
@getbeachfinder · External

Search 184,900 swim spots, conditions, water activities, providers and guides worldwide.

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.
A0nexus Bitcoin
@a0nexus-bit · External

Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-call via x402.

10% 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.
Beachmap — Europe Beach DataRun by its publisher: served from their own domain, namespace checked by the registry.
@europebeachmap · External

Europe's 478 best beaches: sea temperature, sand, best months, swimming, surf. Free, CC BY 4.0.

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.
SimengineRun by its publisher: served from their own domain, namespace checked by the registry.
@cogswellspacely8-star · External

Monte Carlo decision-intelligence over MCP: simulate, optimize, and decide under uncertainty.

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.
APIFreaks MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@api-freaks · External

APIFreaks MCP: live APIs for agents. Enable modules with ENABLE_MODULES; discover via list_modules.

7% 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.
ArxivsubRun by its publisher: served from their own domain, namespace checked by the registry.
@arxivsub · External

Search arXiv and major AI/ML/CV/NLP/robotics conference papers and their related work.

9% 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.
EpinuRun by its publisher: served from their own domain, namespace checked by the registry.
@epinu · External

Agent-first marketplace for real-world assets — agro and energy first; humans approve every write.

4% 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.
AIMarket Oracle Gateway
@alexar76 · External

Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.

7% 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.
SniffRun by its publisher: served from their own domain, namespace checked by the registry.
@sniff · External

Canine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer

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.
MCP server: One MCP server.
Scispot MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@scispot · External

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

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.
Custom
@yuv24793 · External

An MCP server that provides custom functionality.

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.
Weather
@yuv24793 · External

An MCP server that provides weather information.

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.
xpay Academic Research
@xpaysh · External

30+ academic research tools. Semantic Scholar, arXiv, PubMed, bioRxiv, CrossRef, IACR.

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 a package registry.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