Odel

Science & research

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

1,870 servers1,097 publishers10 tags

All of Science & research

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Water Conditions
@aybeeare · External

Real-time water temperature and tides for 8,000+ locations, by name or lat/long coordinates.

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 PyPI.Free to use.
MCP server: One MCP server.
MathgraphsRun by its publisher: served from their own domain, namespace checked by the registry.
@architectds · External

Math & statistics graphing, computation, visualization, and validation engine

4% 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.
Pondlog Nature Briefing
@andrewschristison · External

Seven nature sources in one MCP: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, night sky.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Litra Paper SearchRun by its publisher: served from their own domain, namespace checked by the registry.
@akkylab · External

MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization

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.Deprecated by the publisher: Litra AI has discontinued its public API and MCP server. Please use the web app at https://litra-ai.com instead. The repository is archived.Free to use.
MCP server: One MCP server.
Afferens MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@afferens · External

Real-time physical perception for AI agents — vision, spatial, acoustic, environmental

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.Deprecated by the publisher: Afferens pivoted June 2026; this package is unmaintained. No replacement.Free to use.
MCP server: One MCP server.
Quickstart
@achsaf6 · External

quickstart for mcp deployment

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 npm.Free to use.
MCP server: One MCP server.
SwitchaiRun by its publisher: served from their own domain, namespace checked by the registry.
@us1929 · External

Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live market indices.

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.
Academic Research
@thenextgennexus-io · External

Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge

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 npm.Free to use.
MCP server: One MCP server.
Search Papers
@saidiibrahim · External

An MCP server to search papers from arXiv

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.
Crossref
@smaboundless · External

Search and retrieve scholarly metadata from the Crossref REST API

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Literature Review Council
@ravicha2 · External

Multi-agent literature review: research, peer review, and synthesize grounded reports.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Homey-Wan-Kenobi MCP
@ringosystems · External

MCP server for Homey Pro: 60 tools for devices, flows, energy, and Z-Wave/Zigbee diagnostics.

4% 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 Docker.Free to use.
MCP server: One MCP server.
cxg-census-mcp
@maxmlang · External

MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

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.
Carbon Footprint Calculator
@mayanktalwar0 · External

An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

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.
AgentciteRun by its publisher: served from their own domain, namespace checked by the registry.
@kevinx702 · External

Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, never hallucinated.

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.
AccuWeather MCP
@jonjam · External

MCP server providing weather tools with data sourced from AccuWeather.

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 Docker.Free to use.
MCP server: One MCP server.
Voting
@hrishikabra · External

Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
methods-mcp
@flynnlachendro · External

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

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.
Academic Research Intelligence MCP
@foundrynet · External

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

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 repository cannot be reached since 5 Oct.Free to use.
MCP server: One MCP server.
DECIMER MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@docminus · External

MCP server for DECIMER image-to-SMILES chemical structure recognition

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.
air-Q
@corantgmbh · External

MCP server for direct HTTP communication with air-Q air quality sensor devices

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.
air-Q Cloud
@corantgmbh · External

MCP server for air-Q Cloud API — access air quality data from anywhere

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.
Citation Finder Ai
@csoai-org · External

Citation Finder Ai MCP Server by MEOK AI Labs

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.
Nabolag
@3121n · External

Norwegian neighborhood data: transit, road-noise & green-area access by coordinate.

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

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