Spotdb

SpotDB gives you a throwaway SQLite sandbox for AI agents to query data without touching production databases. Upload CSVs via REST API, then let Claude run SELECT queries through the MCP interface while guardrails block mutations. Think of it as a scratch pad where agents can explore datasets, test queries, and crunch numbers with read-only safety. The snapshot feature lets you freeze database states and restore them later. It's built for workflows where you need an LLM to analyze data but can't risk accidental writes or expose production credentials. Install via Homebrew, point it at your CSVs, and connect Claude using the mcp-remote transport.