ZipengWu365 / TOMC
git clone https://github.com/ZipengWu365/TOMC.git
Python tool that compresses long AI assistant histories and recalls saved task notes on CPU, exposed via an MCP server and Python API.
Why you might care
Aimed at developers using Codex, Claude Code, Cursor or similar MCP clients who want smaller prepared context without training or an extra model service. Saved decisions, constraints and next steps can be reused across chats and assistants sharing one local database. Savings depend on history length; short histories are left intact.
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26
forks · 8 open issues
Star history (as recorded here)
LanguagePython
LicenseMIT
Created2026-10-06 (28d ago)
Last push1d ago
Watchers12
OwnerUser
GitHub topics
agent-memoryclaude-codecodexcontext-compressiondsh-pluginllmlong-contextmcpmemory-compilationpythonresearch-softwaretask-oriented-memory-compilationtoken-optimizationtomc-memory
Links
- GitHub: github.com/ZipengWu365/TOMC
- Homepage: https://github.com/ZipengWu365/TOMC
- Releases · Issues · Hacker News mentions
README
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Blurb generated by claude-haiku-5-5 6d ago. Star deltas marked ~ are extrapolated from partial history.