Why this fit
Teams evaluating AI models, assistants and generative workflows, particularly AI agents that connect over MCP and privacy-sensitive setups β source available on GitHub.
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Catalogue record
github.com
piia-engram
π π π πͺ π§ - Persistent user identity across AI tools. Stores preferences, lessons, and decisions as local JSON; 13 core MCP tools share them...
Checked Oct 27, 2026Evidence completeness: evidenceREADME refreshed Oct 16, 2026
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π π π πͺ π§ - Persistent user identity across AI tools. Stores preferences, lessons, and decisions as local JSON; 13 core MCP tools share them with Claude Code, Cursor, Codex, and any MCP client. Knowledge governance (stagingβverified), AES-256-GCM encryption, cross-tool sync. pip install piia-engram
Best for
Teams evaluating AI models, assistants and generative workflows, particularly AI agents that connect over MCP and privacy-sensitive setups β source available on GitHub.
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Verify current plan terms with the provider.
Evidence summary
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Catalogue confidence
Catalogue data checked Oct 27, 2026.
GitHub-backed record with source-attributed context.
Repository context
Piia Engram
GitHub / Patdolitse/piia-engram
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- Catalogue updated Oct 27, 2026
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