io.github.hec-ovi/web-search
Web Search
Keyless multi-engine web search, fetch, and clean-Markdown read for AI agents. No API keys.
alive probed 2026-10-15
6tools
3.2ktokens in Claude Opus 5.5
3.3ktokens in Claude Code
1.6 %of a 200k context window
2.0ko200k_base estimate
8.8 sto initialize
92 msto list tools
- Run it
- uvx websearch-skill==0.2.6 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- websearch 3.4.8
- Capabilities
- experimental, extensions, logging, prompts, resources, tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/hec-ovi/websearch-skill
- Website
- https://github.com/hec-ovi/websearch-skill
- Registry
- active, updated 2026-07-25 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| web_search | 459 | 22 % |
| searxng_setup | 357 | 17 % |
| web_fetch | 339 | 17 % |
| arxiv_search | 324 | 16 % |
| github_search | 316 | 15 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.hec-ovi/web-search)
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.