JingxuanC/
causal-memory
JingxuanC/causal-memoryConnectors
Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.
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Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.
MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.