Vibe Coding Discover

Use Cases

Approve, Edit, Or Override Ai-proposed Memory Writes Locally

Published projects tagged with this use case.

1 project

piia-engram

★ 161

An MCP server providing local-first, user-owned AI work identity and memory (preferences, lessons, decisions, playbooks) in inspectable JSON/Markdown files. Any MCP coding tool can read the same approved context, with preview, redaction, and approval controls over writes.

MCP | Python · mcp-server · ai-memory

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