projectmem is an open-source tool that provides a local-first memory and judgment layer for AI coding agents. It helps agents avoid repeating failed fixes by tracking past actions and outcomes, supporting more efficient and reliable AI-driven coding workflows.
projectmem is an AI project. It prevents AI coding agents from repeating failed fixes by providing a local memory and judgment layer. It is built as an open-source project for developers building AI coding agents. projectmem is open source under the MIT license. It runs on the web and the command line.
It is developed by riponcm, and it first shipped in 2026. Development happens publicly on GitHub with 100 stars and 10 commits in the last 90 days. Among its 5 catalogued features are local memory, failure detection, and AI agent support. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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