Show HN: Open-source shared memory for teams of AI coding agents

Category: ai-ml

Tags: ai-agents, memory, self-hosted, developer-tools, mcp

Score: 7.3/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 7)

Motif is a self-hosted shared memory system for teams of AI coding agents, aggregating sessions from Claude Code, Codex, and Cursor into a searchable experience graph. It enables recall of past decisions and extraction of decision datasets for offline evaluation, with MCP integration for agents to query memory directly. The project uniquely captures agent experiences and human corrections to create inspectable decision datasets, going beyond simple session replay.

Target audience: AI engineers, backend developers, DevOps teams using AI coding assistants

Repository: https://github.com/motif-Labs/motif · TypeScript · Apache-2.0 · 20 stars

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