"PostgreSQL" matching MCP servers:

Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentation to help AI coding assistants write better PostgreSQL code.

Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades to PostgreSQL + pgvector for hybrid semantic search. 6 MCP tools, 3 resources, FTS5 keyword search, 176 tests.

Indexes public documentation sites into PostgreSQL and exposes retrieval-only MCP tools for listing sources, searching with citations, and fetching documents.

Provides fast, local, ranked search over PostgreSQL 18 and PostGIS 3.5 documentation via MCP, with no API keys or network calls at query time.