Odel

Science & research

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

1,870 servers1,097 publishers10 tags

Most popular in Science & research

By GitHub stars, at most two per publisher
  1. Number 1: World Monitor@worldmonitor/mcpLive markets, conflicts, country risk, chokepoints, energy, and China decision signals. 93 tools.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.88,201 GitHub stars.
  2. Number 2: Firecrawl MCP Server@firecrawl/firecrawl-mcp-serverMCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.7,575 GitHub stars.
  3. Number 3: Equation.io@equation/equationCreate interactive 2D and 3D graphs with validated equations, shareable links, and PNG previews.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.408 GitHub stars.

Tags in Science & research

Scientific computing417Environment & climate388Academic papers382Weather258Energy251Earth & ocean science246Biology & genomics223Natural hazards118Space & astronomy109Chemistry85

All of Science & research

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
pubmed-mcp-server
@cyanheads · External

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
AcademiaRepublished by Smithery for its author.
@smithery · External · via Smithery

Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…

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; it needs your API key.Free to use.
MCP server: One MCP server.
emem, the verifiable memory protocol for the physical world
@vortx-ai · External

Shared, verifiable memory for machines and AI. Encode where data lives; decode with any AI.

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.
Zoteus
@oscardvs · External

Zotero MCP server for Claude and ChatGPT: search, citations, safe writes, PDF passages and pages.

6% 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; you sign in with your account.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.
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.
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.
Books & Papers MCP Server
@jmrplens · External

Federated search of books and papers, formatted citations, open-access retrieval and reading.

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.Free to use.
MCP server: One MCP server.
openalex-mcp-server
@cyanheads · External

Access the OpenAlex academic research catalog — 270M+ publications.

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

Keyless open data for 84 German cities: 12 lean read-only MCP tools covering 67 data types.

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 Search OpenaiRepublished by Smithery for its author.
@smithery · External · via Smithery

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

12% 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.
PapersFlow
@papersflow-ai · External

Academic research MCP server for paper search, citation checks, graphs, and deep research.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Scholar FeedRun by its publisher: served from their own domain, namespace checked by the registry.
@ygao2005 · External

Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.

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

Sailing passage planner for any coast, with high-precision tides on the French Atlantic.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Scholar SidekickRun by its publisher: served from their own domain, namespace checked by the registry.
@mlava · External

Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Machine Library
@spacefrontiers · External

Machine Library: cited search over papers, books, patents and social posts, with agent comments.

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.
HasData Google Scholar
@hasdata · External

Google Scholar search results, citation counts and citation export formats, as structured JSON.

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

MCP server for Drosophila neuroscience data from VirtualFlyBrain

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.
TLE Satellite Tracker
@ivanstan · External

Access TLE orbital data for thousands of satellites including ISS, Starlink, and Hubble.

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.A remote server; no sign-in.Free to use.

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