Memory Governance Python Packages

vault-for-llm

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

cp-memory-mcp

Local-first, reviewable memory layer for Codex with MCP, lifecycle hooks, and memory governance.

forgetted

forgetted is a Python library for selective memory governance in AI agents: a context-managed window where the agent keeps full read access but its writes to memory files, session logs, deliverables, and an optional vector store vanish and are cleaned up on exit.

quilmem

Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.

cmgl

Certified Memory Governance Layer for long-running AI agents: strict receipts, append-only ledgers, authority gates, retrieval filtering, telemetry replay, and safe adapters for Mem0, Graphiti, LangMem, and LangGraph.

trueheart-core

A model-independent memory governance core for AI agents: provenance, scope isolation, retention, lineage, and non-resurrection.

ctxgov

Local-first read-only tools for agent context, memory, and governance evaluation before agents act.