Open-source tool gives all your AI coding agents one shared local memory via MCP

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A developer named sanprat has released agent-memory, an open-source project on GitHub licensed under Apache 2.0. The tool creates a universal memory layer for AI coding agents such as OpenCode, Claude Code, Cursor, and Kilo Code using the Model Context Protocol (MCP). It runs entirely locally using Mem0 and Qdrant, requiring no external API keys. Users can seed rules or context once, and all supported agents will share and retain that memory. Configuration files are auto-generated for five agents, simplifying the setup process.

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