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Mnemo drops git-like CLI for agent memory
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YT · YOUTUBE// 18d agoOPENSOURCE RELEASE

Mnemo drops git-like CLI for agent memory

Mnemo is a local-first CLI that allows developers to dump, diff, and migrate agent memories across frameworks like Mem0 and Letta. It introduces a normalized schema and MCP server to solve memory vendor lock-in and enable portable agent personalities.

// ANALYSIS

Mnemo is a much-needed "git for memory" that treats agent state as a portable, versionable asset rather than a locked-in database entry.

  • Standardizes disparate memory formats into a unified, queryable JSON schema for cross-framework portability.
  • Built-in MCP server allows CLI agents like Claude Code to tap into long-term context without extra configuration.
  • Local-first design with TF-IDF search provides high-speed recall without the cost or latency of external embedding models.
  • Visual diffing and snapshot capabilities help developers debug agent hallucinations and trace knowledge drift over time.
  • Direct support for Mem0 and Letta makes it an essential bridge for migrating agent knowledge between local and production environments.
// TAGS
mnemoagentclimcpopen-sourcedevtooldata-tools

DISCOVERED

18d ago

2026-03-24

PUBLISHED

18d ago

2026-03-24

RELEVANCE

8/ 10

AUTHOR

Github Awesome