io.github.DeepAleph/jevreel
jevreel
Search and understand videos without embeddings: contact sheets plus Jev typed decisions.
alive probed 2026-10-21
10tools
≈ 2.1ktokens, estimate
≈ 1.1 %of Claude's 200k window
1.5×the median server
11.2 sto initialize
37 msto list tools
- Run it
- uvx jevreel==0.2.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- jevreel 4.1.3
- Capabilities
- logging, prompts, resources, tools
- Instructions
- 1 345 characters
- Of a 1M window
- ≈ 0.2 % of a 1M context window, estimate
- Repository
- https://github.com/DeepAleph/jevreel
- Website
- https://github.com/DeepAleph/jevreel
- Registry
- active, updated 2026-10-17 · registry entry
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| index_video | 376 | 18 % |
| run_lens | 322 | 15 % |
| ask_video | 321 | 15 % |
| find_in_video | 266 | 13 % |
| ask_whole_video | 192 | 9 % |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.