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.
Japan Data MCP
@mameta29 · External

30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather, corporate registry

11% 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.
Clinical Trial DesignRun by its publisher: served from their own domain, namespace checked by the registry.
@wei-ai-lab · External

Phase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity

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.
Apiverket
@vinvuk · External

Query Swedish public data: companies, SCB statistics, weather, transport, and more.

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.
PDF Card MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@velyan · External

Local-first MCP server + CLI that turns PDFs into source-linked, card-based HTML readers.

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.
doiget
@sotashimozono · External

OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.

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 a package registry.Free to use.
MCP server: One MCP server.
ChemCP
@scottmreed · External

MCP App that renders 2D molecular structures from SMILES using RDKit.js

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.
Biolit
@rachadele · External

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.

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.
Scholar MCP
@pvliesdonk · External

FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion

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.
New Caledonia
@lacausecrypto · External

MCP server for New Caledonia open data (data.gouv.nc)

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

An MCP server that provides access to the ColabFit database

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.
cmxflow
@b-shields · External

Composable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.

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.
astrodynamics-mcpRun by its publisher: served from their own domain, namespace checked by the registry.
@astro-tools · External

Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.

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.
web-retrieval-mcp
@velvetsp · External

MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.

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.
Agentic ResearchRun by its publisher: served from their own domain, namespace checked by the registry.
@theaisingularity · External

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

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.
Zotero Library
@raulsimpetru · External

Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library

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

Physical Layer Linter: validates RF and radar calculations against hard physical limits.

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.
URDB
@getmystadmin · External

Search URDB for product integrity scores, enshittification events, and change tracking.

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

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.

6% 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.
Frédérick Madore — Academic Record
@fmadore · External

Search and cite Frédérick Madore's publications, talks, research projects, DH work and CV.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
CircuitAgent
@mo9652962-ai · External

AI hardware synthesis: CircuitBlocks DSL, live LCSC parts, industrial DFX audit, stdio MCP server.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
exact-calc
@flacales · External

Exact arithmetic for AI agents. Two independent engines cross-check every result.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Cg Agent Kit
@neosyn · External

AI-agent MCP server for FPGA design: compile, validate & generate Verilog from C⏚ HDL.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Deprecated by the publisher: Renamed to io.neosyn/neosyn-fpga-mcp. The PyPI package 'cg-agent-kit' referenced here was never published and cannot be installed - use 'pip install neosyn-fpga-mcp'. Existing configs keep working: the 'cg-mcp-server' command and 'python -m cg_agent_kit.cg_mcp_server' both still resolve inside the new package.Free to use.
MCP server: One MCP server.
Scopus Plus MCP
@michalhron · External

Scopus and more: search, full text, citation networks, journal quality, bibliometrics.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Sentieri e condizioni di montagna
@19alma98 · External

Italian trails, huts, avalanche bulletins and elevation weather

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.

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