LocalFree

AI Toolkit MCP server

memgraph/ai-toolkit/mcp-memgraph

Run queries against Memgraph and access its schema.

118 GitHub stars16 forks

Install AI Toolkit in Claude Code

This server doesn't publish a package to a registry, so follow the install steps in its README. Once it runs, register it with Claude Code:

Claude Code
claude mcp add ai-toolkit -- <command to start the server>

Frequently asked questions

What does the AI Toolkit MCP server do?

Run queries against Memgraph and access its schema.

Is the AI Toolkit MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does AI Toolkit run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add AI Toolkit to Claude Code?

Follow the install steps in the project's README at https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph, then register it with "claude mcp add".

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