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Coding

Engram (MCP)

Persistent memory for AI agents with Ebbinghaus forgetting curve, semantic graph retrieval, and engineering state tracking. Local-first, DuckDB, zero cloud dependency.

Install in one line

mfkvault install mcp-engram

Requires the MFKVault CLI. Prefer MCP?

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What you get in 5 minutes

  • Full skill code ready to install
  • Works with 3 AI agents
  • Lifetime updates included
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Description

Persistent memory for AI agents with Ebbinghaus forgetting curve, semantic graph retrieval, and engineering state tracking. Local-first, DuckDB, zero cloud dependency.

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