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.
Tesla
@jlestel · External

MCP server wrapping the Tesla Fleet API and TeslaMate API

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Math MCP LearningRun by its publisher: served from their own domain, namespace checked by the registry.
@clouatre-labs · External

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

2% 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.
AxiomizeRun by its publisher: served from their own domain, namespace checked by the registry.
@furox-art · External

Versioned scientific models with units and SBML, CellML, Modelica export.

3% 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.
MetaGO AlgorithmsRun by its publisher: served from their own domain, namespace checked by the registry.
@metago-ai · External

927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction.

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.
Amber Electric MCP by UnClick
@malamutemayhem · External

Real-time Australian electricity spot prices and renewables data from Amber Electric. By UnClick.

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.The repository is archived.Free to use.
MCP server: One MCP server.
OpenAQ Air Quality MCP by UnClick
@malamutemayhem · External

Global air quality measurements by location and country from OpenAQ. No API key. By UnClick.

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.The repository is archived.Free to use.
MCP server: One MCP server.
Velaris
@gowrishankar-infra · External

Write Velaris, audit what it can touch, and run it under an effect budget.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Deprecated by the publisher.Free to use.
MCP server: One MCP server.
MANNA
@nsf-simons-cosmicai-institute · External

MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia

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.
Scholar MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@liyux3 · External

Federated academic search, citation traversal, persistent PDF download, and temporary reading.

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 PyPI.Free to use.
MCP server: One MCP server.
Scholar RAG MCP
@notwhiteblank · External

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

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 PyPI.Free to use.
MCP server: One MCP server.
codecalcRun by its publisher: served from their own domain, namespace checked by the registry.
@the-40-thieves · External

Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.

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 PyPI.Free to use.
MCP server: One MCP server.
Elecz Electricity Price Signal API
@zemloai-ctrl · External

Real-time electricity prices for AI agents. 40+ countries, 100+ zones. No auth required.

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.
SampleDotnetMcpServer
@timheuer · External

Sample .NET MCP Server

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 NuGet.Free to use.
MCP server: One MCP server.
grad-agent
@i-ninte · External

Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
AlphaFold Sovereign MCP
@smaniches · External

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

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.
Ephemeris
@scottchronicity · External

Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.

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.
KCI openAPI
@rubato103 · External

KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

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 MCPB.Free to use.
MCP server: One MCP server.
RCSB PDB
@rcsb · External

MCP server to search, inspect, and cross-reference RCSB Protein Data Bank structures

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.
Data Aggregator
@musharna · External

Find & fetch research datasets across 19 archives, omics registries, and literature sources.

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.
ParaView MCP Server
@failed33 · External

Control ParaView through arbitrary Python code

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

A content exploration toolkit that helps LLMs surface high signal, unsummarized web content.

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 MCPB.Free to use.
MCP server: One MCP server.
OilPriceAPI MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@oilpriceapi · External

Source-timestamped energy data and reviewed OilPriceAPI product facts for MCP clients.

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

Search peer-reviewed papers and research methodology guidance from your AI agent.

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.
WSG CheckRun by its publisher: served from their own domain, namespace checked by the registry.
@ivanoats · External

Check websites against the W3C Web Sustainability Guidelines and look up the guidelines

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.

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