Scigantic

Install

Pick the AI app you use, then copy the settings.

Passed 5/5 checks · What you ask goes through the maker’s server (api.scigantic.com) · ✓ Commands checked Nov 13, 2026

claude mcp add --transport http --scope user scigantic https://api.scigantic.com/mcp

{
  "mcpServers": {
    "scigantic": {
      "url": "https://api.scigantic.com/mcp"
    }
  }
}

{
  "servers": {
    "scigantic": {
      "type": "http",
      "url": "https://api.scigantic.com/mcp"
    }
  }
}

claude mcp add --scope user scigantic -- uvx scigantic-mcp

{
  "mcpServers": {
    "scigantic": {
      "command": "uvx",
      "args": [
        "scigantic-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "scigantic": {
      "command": "uvx",
      "args": [
        "scigantic-mcp"
      ]
    }
  }
}

{
  "servers": {
    "scigantic": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "scigantic-mcp"
      ]
    }
  }
}

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

Run on your computer in

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 15, 2026. The maker wrote them, not us; we show them as plain text.

• search_archives

  Search the Scigantic catalog of public scientific data archives by natural-language query. Matching considers both the archive's description AND a sample of its actual object/file names, so a distinctive filename or path pattern can surface a match even when the prose description

• get_archive

  Get full metadata for one archive by id, including its schema card (structure summary) when one exists.

• get_schema_card

  Get the compact schema card for an archive: file format, columns, sample rows/headers, sidecar docs (READMEs/data dictionaries) and a copy-paste starter cell. This is the fastest way to understand a dataset's structure without mounting it.

• get_data_access

  Get how to load a dataset in YOUR OWN environment: storage location plus copy-paste code snippets (from the dataset's schema card, or generated as a fallback). Use this after finding a dataset when you want to run analysis where you are, rather than in a hosted notebook.

• list_archive_files

  List a sample of the files/objects in an archive's storage (the cached file tree).

• get_sample_notebook

  Get the pre-executed starter notebook for an archive — a worked example of loading and exploring the data. Returns a cell-by-cell summary plus each cell's source (outputs are omitted to keep the payload small).

• lookup_paper

  Look up a research paper on arXiv, by bare arXiv id (e.g. "1706.03762") or by keywords/title, and return its metadata plus any Scigantic archives linked to or suggested by it. Useful for going from a paper an agent is reading to the underlying datasets. Lookup is arXiv-backed: DO

• list_compute_tiers

  List the compute tiers available for launching a Scigantic notebook (CPU/GPU options and hourly cost).

• search

  Search the Scigantic catalog of public scientific datasets. Returns matching datasets as {results: [{id, title, url}]}; pass an id to fetch for the full description and schema card.

• fetch

  Fetch one Scigantic dataset by id (from search): its description, storage location, source link, and schema card (format, columns, sample rows, caveats, and how to load it).

• surechembl_compound

  Look up a compound in SureChEMBL, EMBL-EBI's database of chemistry extracted from patents, by any identifier, and report its structure, properties, cross-references (ChEMBL, PubChem, DrugBank, ChEBI, PDB) and how many patents mention it.

• surechembl_patents_for_compound

  List the patents in which a compound was found (SureChEMBL). Accepts the same identifier forms as surechembl_compound. Aspirin is in ~700,000 documents, so read the total and narrow with surechembl_search_patents when it is large.

• surechembl_patent

  A patent document from SureChEMBL: title, dates, applicants, inventors, assignees, family, priority claims, number of compounds named in the text, abstract, and (optionally) the claims and description text. SureChEMBL no longer returns CPC codes, citations or legal events with a

• surechembl_patent_chemistry

  The compounds SureChEMBL's text-mining finds named in a patent's text: SCHEMBL id, name, SMILES, InChIKey, formula, weight. Structures that appear only in images or MOL attachments are not included.

• surechembl_search_patents

  Full-text patent search over SureChEMBL with Solr syntax. Plain terms search all text; field prefixes narrow: ttl (title), ab (abstract), clm (claims), desc, asg (assignee), inv (inventor), pdyear, cpc, ic (IPCR), fam (family id). Quote publication numbers: pn:"US-10000000-B2". C

• surechembl_structure_search

  Search SureChEMBL's 31 million patent compounds by chemical structure.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 16, 2026

• ✓ Pass

  Maker matches the repo

  The registry name was verified against the domain scigantic.com (the registry checks domain ownership)

• ✓ Pass

  Still maintained

  Code last changed 6 days ago

• ✓ Pass

  Has a licence

  Uses MIT-0

• ✓ Pass

  Endpoint responds

  Responded in 350 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 16 tool descriptions and found no hidden instructions to the AI

What we check → · JSON

User reviews

No reviews yet

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Compared with others in Docs, sheets & office worki

• More stars than 81% of the other 3974 servers in this category
• Published to the registry more recently than 82% of the other 3974 servers in this category
• Basic checks equal to or better than 100% of the other 3974 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

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README from the maker

{

python3 -m venv .venv && . .venv/bin/activate

{

python3 tests/test_tools.py     # or: pytest

pip install -e '.[test]' && pytest