{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "JingxuanC/causal-memory",
 "name": "causal-memory",
 "owner": "JingxuanC",
 "slug": "jingxuanc-causal-memory",
 "github": "https://github.com/JingxuanC/causal-memory",
 "what": "causal-memory is a Rust MCP server that gives AI agents a memory of facts, temporal state and decision to outcome causal edges on one SQLite store, designed to survive context compaction.",
 "why": "101 stars",
 "language": "Rust",
 "requirements": [
  "Rust toolchain, or pip for the prebuilt package",
  "An MCP client such as Claude Code"
 ],
 "audience_note": "Developers whose coding agents keep repeating the same mistakes after context compaction.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/jingxuanc-causal-memory/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "jingxuanc-causal-memory--give-agent-memory-of-why-decisions-worked",
   "title": "Give your agent memory of why past decisions worked",
   "best": true,
   "url": "https://dedupedai.com/use-cases/jingxuanc-causal-memory/give-agent-memory-of-why-decisions-worked/",
   "json": "https://dedupedai.com/use-cases/u/jingxuanc-causal-memory/give-agent-memory-of-why-decisions-worked.json"
  },
  {
   "id": "jingxuanc-causal-memory--check-intervention-before-acting",
   "title": "Ask what would happen before the agent acts",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jingxuanc-causal-memory/check-intervention-before-acting/",
   "json": "https://dedupedai.com/use-cases/u/jingxuanc-causal-memory/check-intervention-before-acting.json"
  },
  {
   "id": "jingxuanc-causal-memory--install-causal-memory-non-interactive",
   "title": "Install the memory server non-interactively",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jingxuanc-causal-memory/install-causal-memory-non-interactive/",
   "json": "https://dedupedai.com/use-cases/u/jingxuanc-causal-memory/install-causal-memory-non-interactive.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}