"author:jai2010" matching MCP servers:

• shorthand-mem

  jai2010

  F

  license

  -

  quality

  C

  maintenance

  Semantic compression MCP server that reduces document token usage by 60-80% using structured symbolic notation, enabling Claude to efficiently store, retrieve, diff, and summarise documents across PRD, CODE, PAPER, and MEETING domains.

  Last updated 2026-06-24