JingxuanC / causal-memory
Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.
Why this job: says: memory layer; topics: agent-memory, long-term-memory
What it does
Every agent forgets *why* it made past decisions after a few context compactions. It re-fixes the same bug the same wrong way, re-debates the same architecture choice, relearns the same lesson.
Get started
git clone https://github.com/JingxuanC/causal-memory.git
cd causal-memory
cargo build --release - Maintenance
- Active
- Last commit 5 days ago
- Stars
- 106
- +3 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- 3 systems
- Mac, Windows, Linux
- Latest version
- v0.10.0
- Released 24 days ago
- Built with
- Rust
- 86% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 0% closed
- 11 still open
- Pull requests
- 21 merged
- 3 waiting
- Releases
- 5
- 5 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: download files, languages, topics and project record
Download files, v0.10.0
- Mac2 files, 9 downloads
- Windows2 files, 16 downloads
- Linux2 files, 9 downloads
Languages
- Rust 86%
- Python 6%
- HTML 6%
- JavaScript 1%
Topics
- agent-memory
- causal-inference
- deepseek-harness
- dsh
- dsh-plugin
- llm-agents
- long-term-memory
- mcp
- mcp-server
- rust
Project record
- JobAgent memory
- StatusListed
- Commits368
- Forks11
- Watching0
- Stars in 28 days+24
- CreatedJul 26, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026