riponcm/projectmem
164 stars · Last commit 2026-07-08
Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Claude Desktop, 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>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> •