riponcm/projectmem
362 stars · Last commit 2026-08-01
Local-first AI coding memory for AI agents. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
README preview
<!-- mcp-name: io.github.riponcm/projectmem -->
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<img src="https://raw.githubusercontent.com/projectmem/projectmemdoc/main/logo/projectmem-wordmark-800.png" alt="projectmem" width="420" />
<p><b>We don't make AI smarter. We make it experienced.</b></p>
<p><i><b>AI coding memory</b> — the local-first memory + judgment layer for AI coding agents. Save up to 50%+ of AI tokens. Stop repeating yesterday's bug.</i></p>
<p>
<a href="https://pypi.org/project/projectmem/"><img src="https://img.shields.io/pypi/v/projectmem.svg?color=4c1d95&label=pypi" alt="PyPI version"></a>
<a href="https://pypi.org/project/projectmem/"><img src="https://img.shields.io/pypi/pyversions/projectmem.svg?color=3b82f6" alt="Python Versions"></a>
<a href="https://pypi.org/project/projectmem/"><img src="https://img.shields.io/pypi/dm/projectmem.svg?color=10b981&label=downloads" alt="PyPI Downloads"></a>
<a href="https://github.com/riponcm/projectmem/stargazers"><img src="https://img.shields.io/github/stars/riponcm/projectmem?style=flat&color=f59e0b&label=stars" alt="GitHub stars"></a>
<a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-3b82f6.svg" alt="License: MIT"></a>
<a href="https://arxiv.org/abs/2606.12329"><img src="https://img.shields.io/badge/arXiv-2606.12329-b31b1b.svg" alt="arXiv paper"></a>
<a href="https://github.com/astral-sh/ruff"><img src="https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json" alt="Code style: ruff"></a>
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<a href="https://projectmem.dev"><b>Website</b></a> •