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.
ChatSpatialRun by its publisher: served from their own domain, namespace checked by the registry.
@cafferychen777 · External

Schema-enforced spatial transcriptomics analysis with 20 tools and 65 methods via MCP

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.
OpenEvidence
@bakhtiersizhaev · External

Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions

11% 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.
Qiskit Gym MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@qiskit · External

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

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.
Qiskit Code Assistant MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@qiskit · External

MCP server for the Qiskit Code Assistant intelligent code completion

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

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

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.
DeepPVMapper
@gabrielkasmi · External

Open registry of 1.14M+ rooftop-solar detections across France, queryable by natural language.

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.
EOxElementsRun by its publisher: served from their own domain, namespace checked by the registry.
@eox-a · External

A server to provide information about EOxElements custom elements for coding agents.

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.
paper-preflightRun by its publisher: served from their own domain, namespace checked by the registry.
@amos689 · External

Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

2% 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.
AIRASRun by its publisher: served from their own domain, namespace checked by the registry.
@airas-org · External

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

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 PyPI.Free to use.
MCP server: One MCP server.
prismAId MCP
@open-and-sustainable · External

MCP server for prismAId AI-assisted systematic reviews and protocol conformance checking.

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 Docker.Free to use.
MCP server: One MCP server.
CLIO Arxiv
@iowarp · External

Search arXiv by topic, author, title or date, read paper details, and export BibTeX or PDFs.

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.
CLIO AdiosRun by its publisher: served from their own domain, namespace checked by the registry.
@iowarp · External

Fetch and analyze BP5 data files using ADIOS2. Access scientific data, metadata, and attributes...

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.
AgrobrRun by its publisher: served from their own domain, namespace checked by the registry.
@bruno-portfolio · External

Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.

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.
NetLogo MCP
@razee4315 · External

Create, run, and analyze NetLogo agent-based models through natural conversation

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.
WebSearch MCP Server
@daidaij · External

Zero-API-key MCP search server: multi-engine web/academic search, PDF parsing, secure web fetch

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

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.

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.
Fulltext Article DownloaderRun by its publisher: served from their own domain, namespace checked by the registry.
@computron · External

Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record

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.
Semantic Scholar MCP Server
@smaniches · External

MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, 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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Blender Optics SimulatorRun by its publisher: served from their own domain, namespace checked by the registry.
@emircbngl · External

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

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.
Switzerland MCP 🇨🇭
@vikramgorla · External

Swiss open data MCP server. 76 tools, zero API keys. Transport, weather, geodata, news, rates.

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.
Opendata Cat
@xaviviro · External

15 Catalan portals + radio archive: gov, INE/REE/CNMC, CORA, Catalònica, radioteca.cat.

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.
Source Library
@embassy-of-the-free-mind · External

Search 15K rare pre-modern texts translated to English: philosophy, religion, science, literature.

3% 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.
ENCODE Toolkit
@ammawla · External

20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines

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 npm.Free to use.
MCP server: One MCP server.
Source LibraryRun by its publisher: served from their own domain, namespace checked by the registry.
@embassy-of-the-free-mind · External

Search 22,000+ rare pre-modern texts with AI English translations, summaries, and 73K+ images.

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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