The context quality layer for AI agents — memory that checks itself: lifecycle governance, calibrated confidence, and staged claim gates. Local-first, MCP 19 tools, DeepSeek Harness plugin.
mcp self-hosted memory-management lifecycle knowledge-management data-governance fastapi research-tools lifecycle-maintenance lifecycle-archived retrieval-augmented-generation llm-agents ai-memory memory-quality ai-memory-management deepseek-harness dsh-plugin
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Updated
Sep 1, 2026 - Python