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#python#ai#ai_agents#ai_coding#claude_code_plugin#claude_code_plugins#claude_code_plugins_marketplace#claude_marketplace#claude_plugin#claude_skills#docs#documentation#mcp#mcp_server#postgres#postgresql#skills pg-aiguide helps AI coding tools create better PostgreSQL code with semantic search of official docs, best-practice skills for schemas/indexes, and extension info like TimescaleDB. Install it free as a public MCP server or Claude plugin in tools like Cursor/VS Code for one-click setup. It fixes AI's weak spots—outdated code, missing constraints (4x more), indexes (55% more), and modern PG17 features—producing robust, fast, maintainable schemas that save you debugging time and production fixes. https://github.com/timescale/pg-aiguide