memgraph/ai-toolkit

Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

This repository also configures its own agents. See what ai-toolkit tells them →

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release

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memgraph/ai-toolkit

Skill Claude CodeCodex

Used to release all toolbox, integrations, agents. Use when releasing a subproject to PyPI, Docker Hub, or when the user asks to release or publish.

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