pmb

oleksiijko/pmb

★ 191 stars Python AI/LLM Updated 1d ago

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.

View on GitHub → Try with Claude — $10 free →

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "pmb": {
      "command": "uvx",
      "args": [
        "pmb"
      ]
    }
  }
}

Or install with pip: pip install pmb

README Excerpt

<div align="center"> <img src="https://raw.githubusercontent.com/oleksiijko/pmb/main/docs/assets/logo.png" width="100" alt="PMB logo"> <img src="https://raw.githubusercontent.com/oleksiijko/pmb/main/docs/assets/dashboard-map.png" width="760" alt="PMB dashboard - your project's memory as a live entity graph">

Tools (11)

active_arcshaikulessonsopen_goalsprivacyproject_contextrecent_activityrecord_batchrecord_batch_asyncregextyper

Topics

ai-agentsai-memorybm25claude-codecodexcursorknowledge-graphlancedbllmlocal-firstmcpmemorymodel-context-protocolprivacypython

pmb

Quick Install

README Excerpt

Tools (11)

Topics

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