Google AI MCP developments, new GitHub project for Claude

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Google updated the MCP toolbox to let AI Agents better access databases. This seems like it could let a more direct and efficient interface between AI LLMs and the CourtListener database.

https://www.marktechpost.com/2025/07/07/google-ai-just-open-sourced-a-mcp-toolbox-to-let-ai-agents-query-databases-safely-and-efficiently/

While continuing to explore if anyone has managed to create an easy way for AI LLMs to use the CourtListener API to research case law, I found this GitHub project started in June 2025 which focuses on Claude integration. https://github.com/open-legal-tools/courtlistener-mcp?tab=readme-ov-file

To remind people, I don't have the background to contribute to the above project in terms of coding or system building. I know enough to understand what's technically possible, and needed for advocacy and legal work, and am following matters because I'm interested in AI LLMs integrating case law databases.

Despite my lack of skillset, I continue to explore how I might build something for myself on my own. I was recently able to determine that due to the 1.2 TB size of the CourtListener database, the cost of creating and maintaining a vector search database of that size would be prohibitive for an individual. While a vector search database of CourtListener data is appealing in concept, the logical first step is simply to get the existing CourtListener database to be accessible to AI LLMs via API and assess and optimize performance. That would provide immediate benefit to all Pro Se litigants, solo practitioners, nonprofit orgs, researchers, etc.