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.
PJM vs MISO Energy Arbitrage Oracle
@dornansgar390-hue · External

PJM/MISO energy arbitrage. Intel TDX attested, on-chain every 60 min. MCP tools for AI agents.

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.The endpoint has not answered since 10 Oct.Free to use.
MCP server: One MCP server.
Korea Ocean Leisure
@sean-park-funda · External

Korea tide times (42 stations) plus fishing, mudflat, beach, surf and scuba forecasts.

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.
DAG Studio WebMCP
@black-swan-causal-labs · External

Read and edit a live DAG Studio canvas through its predefined WebMCP tools.

8% 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; it needs your API key.Free to use.
MCP server: One MCP server.
MDEngineRun by its publisher: served from their own domain, namespace checked by the registry.
@forcefieldsilicon · External

MD workbench for agents: 13 analysis tools, renders, hosted GPU runs; LAMMPS + OpenMM.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
ionluz — solar quotes (Brazil)
@surfer42069 · External

Solar quotes for Brazilian installers: kWp sizing, own pricing, payback under Law 14.300, PDF.

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; it needs your API key.Free to use.
MCP server: One MCP server.
Senlay Physical Context
@smartsurfsolar · External

Physical-world evidence and operability checks with provenance and explicit data gaps.

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.
Fuel
@pianam · External

China fuel prices: gasoline and diesel across all 31 provinces with adjustment forecast.

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.
Clairwave
@clairwave · External

Ocean acoustics: propagation models, bathymetry, sound speed, vessel noise, live AIS. Open.

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.
Mycelium Emissions DatabaseRun by its publisher: served from their own domain, namespace checked by the registry.
@mycelium · External

Search company carbon emissions: scope 1, 2 and 3 figures, Mycelium Scores and rankings.

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.
Xweather Weather MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@xweather · External

Hosted MCP server for Xweather weather data: conditions, forecasts, alerts, and more.

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; it needs your API key.Free to use.
MCP server: One MCP server.
Weather Forecast MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@pianam · External

MCP server for current weather and multi-day forecasts worldwide, Chinese city names and output.

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

Historical weather and climate: 100+ years of station data, normals, extremes, and trends.

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.
solarstorm.today — live space weatherRun by its publisher: served from their own domain, namespace checked by the registry.
@solarstorm · External

Space weather: Kp index, NOAA 3-day geomagnetic forecast, solar flares, aurora visibility.

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.
GridHub Electricity Market Data
@jalcodev · External

Live and historical electricity prices and demand for 25 grids; carbon intensity for GB.

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.
Noodle Biomedical Literature Discovery MCP
@helena-bioinformatics · External

Search biomedical papers, inspect publication records, and traverse citation or semantic graphs.

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.
Weather
@darshan0548 · External

MCP server for weather with reasoning — umbrella advice, outdoor checks, city comparisons.

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.
PickADive Scuba DivingRun by its publisher: served from their own domain, namespace checked by the registry.
@pickadive · External

Live scuba dive planning: forecast windows, best-time climatology, species seasons, 4,800+ sites.

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.
dVeracity Semantic APIRun by its publisher: served from their own domain, namespace checked by the registry.
@dveracity · External

Natural-language queries over a verified emissions knowledge graph, plus standards validation

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

Read-only UK women's midlife health guidance: search, PubMed-backed evidence, supplement picks.

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.
Świadectwo Energetyczne 24Run by its publisher: served from their own domain, namespace checked by the registry.
@swiadectwo-energetyczne24 · External

Polish energy performance certificates: pricing, requirements, order, documents, payment link

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

Weather forecasts from MET Norway (Yr): geocoding plus hourly forecasts worldwide.

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.
Hispanic LegacyRun by its publisher: served from their own domain, namespace checked by the registry.
@hispanic-legacy · External

Spain's contributions to world science, exploration and culture, rigorously sourced

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.
ANP: Instalações do SIMP
@mcp-dir · External

ANP: Instalações do SIMP, official-source lookup. Platform-hosted, pay per query with prepaid credit

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.
ANP: Revendas GLP
@mcp-dir · External

ANP: Revendas GLP, official-source lookup. Platform-hosted, pay per query with prepaid credit.

11% 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.

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