io.github.luffysolution-svg/omnischolar
OmniScholar
Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.
alive probed 2026-10-15
38tools
8.2ktokens in Claude Opus 5.5
8.6ktokens in Claude Code
4.1 %of a 200k context window
4.1ko200k_base estimate
3.1 sto initialize
12 msto list tools
- Run it
- uvx luffysolution-omnischolar==0.1.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- omnischolar 0.1.0
- Capabilities
- experimental, tools
- Instructions
- 47 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/luffysolution-svg/omnischolar
- Registry
- active, updated 2026-09-10 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| ai4scholar_search | 381 | 9 % |
| ai4scholar_journal | 258 | 6 % |
| literature_search | 184 | 5 % |
| ai4scholar_paper | 173 | 4 % |
| ai4scholar_author | 167 | 4 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.luffysolution-svg/omnischolar)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.