Timescale pg-aiguide: MCP Server + Claude Code Plugin That Makes AI Write Better Postgres

GitHub·medium signal

Timescale releases pg-aiguide (1,697 stars), an MCP server and Claude Code plugin that gives AI coding tools semantic search over the full PostgreSQL manual (version-aware) plus curated best-practice skills for schema design. Works as a Claude Code plugin, public MCP server, or npx-installable skills for Cursor, Codex, Gemini CLI, and 40+ other agents. For anyone building with Postgres, this eliminates the 'AI wrote bad SQL' problem by injecting documentation at the point of generation.