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20 Best PostgreSQL MCP Servers: compared and ranked, October 2026Ranked from 1,524 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
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    quality
    A
    maintenance
    PostgreSQL-backed MCP server for deep Bible study, integrating 140+ translations, Greek/Hebrew lexicons, cross-references, and semantic search.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A Go MCP server for searching AI projects, papers, trending rankings, and UI templates, including project growth data and UI source and license metadata. Supports Streamable HTTP and Docker self-hosting; self-hosted deployments require PostgreSQL and their own catalog data.
    27
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for local, source-agnostic research, turning briefs into platform-specific searches and cited evidence dossiers with PostgreSQL storage and optional browser capture.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables searching and viewing 1.89 million entries of the Seungjeongwon Ilgi and 380,000 articles of the Annals of the Joseon Dynasty from a local PostgreSQL database via Claude Desktop.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    MCP server for querying hydroponic sensor data stored in PostgreSQL/TimescaleDB. Provides tools to list tables, describe schemas, read recent sensor readings, fetch latest data, and perform time-series aggregations via natural language.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables authenticated MCP clients to research public YouTube channels and videos, read owner-authorized analytics reports, and draft, version and locally export original production blueprints. It runs locally with Docker Compose and PostgreSQL, providing eighteen tools with provenance, quota accounting, and governed analytics that return blocked responses when data or permission is missing.
    MIT