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.
Primary Source Commodities
@sawftware-apps · External

Primary-source commodities data for AI agents — EIA, FRED, CFTC, USDA, USGS via x402 on Base.

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.
NatGasLens — US Natural Gas & Henry Hub DataRun by its publisher: served from their own domain, namespace checked by the registry.
@natgaslens · External

US natural gas for agents: LNG feedgas, outages, EIA storage, Henry Hub curve, COT, charts

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.
PowerStation PlatformRun by its publisher: served from their own domain, namespace checked by the registry.
@powerstationplatform · External

Transmission market data and TSR actions (MISO/SPP OASIS) from the PowerStation trading platform.

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.
Global Surfari Surf ForecastsRun by its publisher: served from their own domain, namespace checked by the registry.
@globalsurfari · External

7 day surf forecasts (wave, wind, period) for any coordinate or named surf spot.

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.
WattGap for Agents
@dfskid · External

Sourced, dated US home-energy program truth by ZIP.

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

Satellite SAR analysis: ship, oil slick, building change, and time-series change detection

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

Multi-model weather forecasts: point series, model scoreboard, and gridded fields. No auth.

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.
Australian Heat Pump Hot Water Rebate & PaybackRun by its publisher: served from their own domain, namespace checked by the registry.
@sourcemill · External

Heat pump vs gas hot water (AU): rebate stack, net outlay and payback verdict by postcode.

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.
Basinwise
@maxbeech · External

Determines which NPDES stormwater permit governs a US site and its requirements, cited to source.

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

Weather, climate, terrain, fire and flood risk data for any point or polygon on Earth. Free tier.

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.
LivingMeta — AI in ResearchRun by its publisher: served from their own domain, namespace checked by the registry.
@livingmeta · External

Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, priority agenda.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
JP Data
@a-mashiro-art · External

Japan, Korea and UK official data for AI agents: filings, FX, weather, travel, patents, AI tools.

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; no sign-in.The endpoint has not answered since 9 Oct.Free to use.
MCP server: One MCP server.
FciRun by its publisher: served from their own domain, namespace checked by the registry.
@fluxink · External

Convert handwriting into text, LaTeX math, chemistry, or molecular structures.

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; no sign-in.Free to use.
MCP server: One MCP server.
Quiver Risk Brain
@tristan-tech-ai · External

Verifiable, deterministic risk math for autonomous agents; re-runnable proof on every answer.

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; no sign-in.The endpoint has not answered since 9 Oct.Free to use.
MCP server: One MCP server.
Netzhandwerker EU Power Dispatch APIRun by its publisher: served from their own domain, namespace checked by the registry.
@netzhandwerker · External

EU power dispatch for wallet-enabled compute, DePIN, battery and trading agents.

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

US outdoor recreation: 37k+ trails, 30k+ campgrounds, parks, weather + wildfire safety. 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.
Swath APIRun by its publisher: served from their own domain, namespace checked by the registry.
@swathapi · External

Radar-verified hail/wind storm detection and affected-property intelligence for the continental US.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
SYNTHORA x402 Intelligence MeshRun by its publisher: served from their own domain, namespace checked by the registry.
@hergertsynthora · External

Calibrated intelligence via x402 (USDC Base). ERC-8004 #84581: 272 payments, 49 wallets.

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

88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.

2% 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.
Commodity Signal
@airblockfz · External

Commodity futures bottom/top signals: 28 futures, verdict + score, scans. Pay-per-call x402.

13% 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.
Quantum Artificer — deterministic scientific computation (x402)Run by its publisher: served from their own domain, namespace checked by the registry.
@surewhynot · External

Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.

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

Disaster risk for any Japanese address from official government data. 6 hazards, sources cited.

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.
Japan Weather & Alerts
@easakura · External

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

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.
JYOTINT Sealed ForecastsRun by its publisher: served from their own domain, namespace checked by the registry.
@jyotishintelligence · External

Bitcoin-anchored sealed-forecast record: search, grades, calibration, luck test. Read-only, no key.

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; no sign-in.Free to use.

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