Odel

Science & research

Academic papers, scientific computing, and data on the earth, the climate, space and the weather.

1,892 servers1,117 publishers10 tags

All of Science & research

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Icme Preflight
@wyattbenno777 · External

Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.

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.
Sustainability Auditor
@uxjulie-climate · External

Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and recommendations.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Weather
@svensxl · External

An MCP server for 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.
SpaceMolt
@statico-alt · External

MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems

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.
Price Intel
@sercanmetalore · External

Fiyat Zekası MCP sunucusu — akaryakıt fiyatları (US EIA BYOK / TR EPDK), yaşam maliyeti (World…

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.The endpoint has not answered since 11 Oct.Free to use.
MCP server: One MCP server.
Weather
@sercanmetalore · External

Open-Meteo tabanlı anahtarsız hava durumu tahmin MCP sunucusu.

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 8 Oct.Free to use.
MCP server: One MCP server.
GadgetHumans API Hub
@scotia1973-bot · External

Agent tools via MCP and REST: 46 MCP tools free (rate-limited), 31 REST routes x402-paid.

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.
Cdgcsearchmetadata
@poojabjacharya · External

Provides metadata information to AI agents through the search API.

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.
Databutler Stats
@physics-star-cat · External

Exact statistics & probability: distributions, hypothesis tests, CIs, Bayesian updates, regression.

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.
prxhub
@parallect · External

Search, cite, download, and publish .prx research bundles on prxhub.com.

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.
Weather
@ownedbyly · 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.
OGA Antibody Validation
@onlygoodantibodies · External

Knockout-controlled antibody validation lookups over the Only Good Antibodies dataset

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Pronto
@nmxmxh · External

Real-time planetary signal engine and Model Context Protocol (MCP) server for autonomous 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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
CoderSwap MCP Server
@njlnaet · External

Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.

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.Deprecated by the publisher: This package has been discontinued. The associated Google Cloud Run service has been shut down.Free to use.
MCP server: One MCP server.
Weather
@mtjandra · External

An MCP server for 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.
c3fst Biomedical Search
@mjandrews1 · External

Biomedical search: FDA drugs, MeSH headings, ClinVar genomic variants with BM25 ranking.

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 PyPI.Free to use.
MCP server: One MCP server.
Steel Metallurgy Material Simulator
@meszarosjan · External

No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools.

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.
Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical data
@maxi-moss · External

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

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.The endpoint has not answered since 9 Oct.Free to use.
MCP server: One MCP server.
Virga WeatherRun by its publisher: served from their own domain, namespace checked by the registry.
@mcmurrym · External

Weather API tools — current, hourly, daily forecasts, and historical data.

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.
Grandline
@luzomi · External

Empirical maritime distances from real AIS tracks: 4 route variants, port lookup, bulk matrix

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.
FTIR.fun Spectral Search
@jxbaoxiaodong · External

FTIR spectral search and material identification for AI agents via MCP.

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.
FormLab
@juliu1980 · External

Read-only MCP server for FormLab formulation data: a local export file or your live cloud workspace.

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.
WaveGuard
@gpartin · External

Anomaly detection API powered by physics simulation. Scan any data for outliers.

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 12 Oct.Free to use.
MCP server: One MCP server.
Luviner
@filippogroppi · External

13 neural engines for time-series anomaly detection, classification, and root cause analysis.

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; it needs your API key.Free to use.

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