io.github.ysydhc/team-memory
TeamMemory
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
alive probed 2026-10-14
13tools
5.2ktokens in Claude Opus 5.5
5.3ktokens in Claude Code
2.6 %of a 200k context window
2.9ko200k_base estimate
10.6 sto initialize
646 msto list tools
- Run it
- uvx team_memory==0.1.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- team_memory 4.1.0
- Capabilities
- logging, prompts, resources, tools
- Instructions
- 1 147 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-14. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/ysydhc/team_memory
- Registry
- active, updated 2026-02-26 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| tm_save_typed | 647 | 22 % |
| tm_save_group | 405 | 14 % |
| tm_save | 347 | 12 % |
| tm_solve | 279 | 10 % |
| tm_suggest | 253 | 9 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.ysydhc/team-memory)
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.