pmb

by oleksiijko · Python · ★ 192

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.

#ai-agents#ai-memory#bm25#claude-code#codex#cursor#knowledge-graph#lancedb#llm#local-first#mcp#memory#model-context-protocol#privacy#python#rag#semantic-search#sentence-transformers#sqlite#vector-search

Install

pip install git+https://github.com/oleksiijko/pmb.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "pmb": {
      "command": "uvx",
      "args": [
        "git+https://github.com/oleksiijko/pmb.git"
      ]
    }
  }
}

From the README

[](https://pmbai.dev) [](https://pypi.org/project/pmb-ai/) [](https://github.com/oleksiijko/pmb/actions/workflows/ci.yml) [](https://docs.pmbai.dev) [](https://pypi.org/project/pmb-ai/) [](LICENSE) [](https://modelcontextprotocol.io) [](https://github.com/mcp/oleksiijko/pmb-ai) *Local-first memory, visualized. 3,800+ entities and 41,000+ connections, captured automatically as you work.* [**Website**](https://pmbai.dev) · [**Docs**](https://docs.pmbai.dev) · [Quickstart](#quickstart) · [Demo](#demo) · [Why PMB](#why-pmb) · [How it works](#how-it-works) · [FAQ](#faq) **Your AI agent forgets e…

Read full README on GitHub →

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