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• personal-context-mcp

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• Piia Engram

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  Provides a local-first, user-owned identity and long-term knowledge layer that lets MCP-compatible coding agents share your preferences, quality bar, lessons, decisions, and project context from inspectable files on your own machine. It enables reviewing, editing, or overriding what any AI caller receives across tools, with high-risk writes held for approval and sensitive content redacted or withheld.

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• cairn

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• Piia Engram

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