{"repo":"oleksiijko/pmb","free":true,"listed":false,"github":"https://github.com/oleksiijko/pmb","clone":"git clone https://github.com/oleksiijko/pmb.git","description":"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.","language":"Python","stars":290,"topics":["ai-agents","ai-memory","bm25","claude-code","codex","cursor","knowledge-graph","lancedb","llm","local-first"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"PMB Local-first memory for your AI coding agent. SQLite is the source of truth. No cloud, no API keys, no re-explaining. Local-first memory, visualized. 3,800+ entities and 41,000+ connections, captured automatically as you work. Website · Docs · Quickstart · Demo · Why PMB · How it works · FAQ Your AI agent forgets everything between sessions. So you re-explain the same decisions, lessons and constraints over and over. PMB remembers them in one local workspace and feeds them back through MCP - no cloud, no API keys, no LLM call on the read path. And it tells you when memory is actually helping , instead of claiming \"+X%\". ⭐ Star the repo if PMB saves you a re-explanation. --- PMB gives Claude Code, Cursor, Codex and the other MCP-aware agents a real memory: decisions you made last week, lessons you taught them, personal facts, project structure, PDFs. They survive every restart, every model upgrade, every agent switch - because they live in a local workspace you own , with SQLite as the durable source of truth and rebuildable search indexes beside it. No API keys. No subscription. No LLM call on the read path. Just local files. Quickstart That's it - your agent now remembers. No account, no keys, nothing leaves your machine. Command name: the CLI is pmb . Via pip you also get the alias pmb-ai ; via npm ( npx pmb-ai setup ) the command is pmb-ai and it installs the Python package first, then runs setup. Same tool - use whichever your install gave you. Links: pmbai.dev (site) ","default_branch":null,"files":null,"tree":[],"storefront":"/r/oleksiijko","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/oleksiijko/pmb/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}