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.
FormLab
@juliu1980 · External

Read-only MCP for FormLab — talk to your local lab notebook via Claude. Data stays local.

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
@dharun-rd · External

An MCP server for weather information.

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.
Nephyr Weather
@clm-studios · External

GFS ensemble weather signals for prediction market edge detection across 12 cities

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.
Neuro
@brain-bbqs · External

Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research

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.Free to use.
MCP server: One MCP server.
Weather
@bellvijay · External

An MCP server for weather information.

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.Free to use.
MCP server: One MCP server.
refcheck
@benchoi93 · External

Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.

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.
Crosstabs
@barangaroo · External

Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes

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.
ConvexityRun by its publisher: served from their own domain, namespace checked by the registry.
@bayesian-energy · External

Build, edit, solve and analyse Convexity energy-system models from any MCP client; drives the app.

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 npm.Free to use.
MCP server: One MCP server.
Weather
@augee99 · External

An MCP server that provides [describe what your server does]

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.
Weather
@atk1-eng · External

An MCP server for weather information.

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.Free to use.
MCP server: One MCP server.
Weather
@anara123 · External

An MCP server for weather information.

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.Free to use.
MCP server: One MCP server.
Mapsi
@algolayertechnologies · External

Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via OpenStreetMap.

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.Free to use.
MCP server: One MCP server.
AIDC
@aidc2026ai-melon · External

AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Nav Substrate
@wchampe · External

Relativistic navigation calcs for agents: time dilation, trip planning, chronometry, gamma.

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 PyPI.Free to use.
MCP server: One MCP server.
Weather
@starhawkmk1 · External

MCP weather server for Windows tutorial

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.
ForgeRun by its publisher: served from their own domain, namespace checked by the registry.
@rightnow-ai · External

Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.

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.
UK Environment Agency Open Data
@robertalsop · External

UK Environment Agency data with cleaning - 10 tools for floods, water quality, permits, catchments.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Samplemcp
@quangsumi · External

A sample MCP server that returns random weather descriptions.

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 NuGet.Free to use.
MCP server: One MCP server.
Agent Data
@ptrgit1 · External

19 pay-per-call data tools for AI agents: crypto/DeFi, web, PDF, FX, weather, DNS. x402 on Base.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Weather
@preethi0716 · External

An MCP server for weather information.

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.Free to use.
MCP server: One MCP server.
Cortex402
@ooak21 · External

Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, US property.

16% 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.
Nordic Energy Oracle
@nordvei · External

Nordic energy price intelligence for Norway's 5 bidding zones (NO1-NO5).

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Weather
@hyg900928 · External

An MCP server for weather information.

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.Free to use.
MCP server: One MCP server.
Koa FHE
@euda1mon1a · External

Confidential coprocessor — compute on encrypted data via FHE. Server never sees plaintext.

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.Runs on your machine, installed from PyPI.Free to use.

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