Filippo-Venturini/ctxvault

Organizes semantic memory into independent, directory-backed vaults with enforced structural isolation and per-vault vector indexes, eliminating shared retrieval vulnerabilities common in metadata-filtered approaches. Exposes the same vault layer through three interfaces—CLI for human observability, HTTP REST for programmatic integration (LangChain, LangGraph), and MCP server for autonomous agent access—while keeping all data local with no external dependencies. Supports multi-agent topologies with explicit access control, persistent cross-session context retrieval, and human-editable plain-text storage alongside agent-written memory.

Available on PyPI.