io.github.laibniz/scholarfetch
ScholarFetch
Multi-engine scholarly research server for search, traversal, full text, and reading lists.
alive probed 2026-10-05 · HTTP 200
12tools
3.5ktokens in Claude Opus 5.5
3.7ktokens in Claude Code
1.8 %of a 200k context window
2.0ko200k_base estimate
852 msto initialize
33 msto list tools
- Endpoint
- https://laibniz-scholarfetch-web.hf.space/mcp/ (streamable-http)
- Host
- laibniz-scholarfetch-web.hf.space
- Protocol
- 2025-06-18
- Reports itself as
- ScholarFetch FastMCP 1.12.4
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 245 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/laibniz/scholarfetch
- Registry
- active, updated 2026-03-23 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| scholarfetch_saved_add | 274 | 14 % |
| scholarfetch_author_papers | 256 | 13 % |
| scholarfetch_article_text | 226 | 11 % |
| scholarfetch_references | 203 | 10 % |
| scholarfetch_abstract | 194 | 10 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 14:54 | alive | 852 ms | 12 | 3.5k | 2.0k |
| 2026-10-05 00:37 | alive | 237 ms | 12 | 2.0k | |
| 2026-10-04 10:05 | alive | 1.3 s | 12 | 2.0k | |
| 2026-10-04 07:59 | alive | 1.8 s | 12 | 2.0k | |
| 2026-10-03 20:38 | alive | 1.0 s | 12 | 2.0k | |
| 2026-10-03 17:54 | alive | 446 ms | 12 | 2.0k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.laibniz/scholarfetch)
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.