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20 Best PostgreSQL MCP Servers — compared and ranked, August 2026Ranked from 1,041 matching servers on stars, growth, downloads and maintenance. Updated .

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"postgres-mcp-pro" matching MCP servers:

  • MCP-Memory-LanceDB-Pro

    bcornish1797
    A
    license
    A
    quality
    C
    maintenance
    A full-featured long-term memory system for Claude Code that persistently stores and retrieves preferences, decisions, and project context across sessions using hybrid search and LLM-powered extraction.
    14
    8
    MIT

  • cocoindex MCP

    datarian
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that incrementally indexes repositories and documents into a Postgres + pgvector store using CocoIndex, and exposes semantic search over them.
    3
    1
    MIT
  • pgEdge Postgres MCP Server by pgEdge

    pgEdge Postgres MCP Serverofficial

    pgEdge
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables SQL queries against PostgreSQL databases through MCP-compatible clients and includes a natural language agent for forming SQL queries from natural language.
    219
    PostgreSQL

  • MCP Perplexity Pro

    cfdude
    A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.
    24
    3
    MIT

  • CoinGecko MCP Server

    crazyrabbitLTC
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with the CoinGecko Pro API to access cryptocurrency data including price history and market metrics through both MCP and OpenAI function calling.
    9
    MIT

  • Postgres MCP Pro

    linh1306
    A
    license
    Not graded
    quality
    Not graded
    maintenance
    An open-source MCP server that provides AI agents with advanced PostgreSQL capabilities including index tuning, query plan optimization, and comprehensive database health analysis. It supports safe SQL execution through configurable access modes and offers both stdio and SSE transport options for various development environments.

  • Graphiti MCP Pro

    itcook
    F
    license
    Not graded
    quality
    F
    maintenance
    An enhanced memory repository MCP service that builds and queries temporally-aware knowledge graphs from user interactions and data. Features asynchronous parallel processing, task management, broader AI model compatibility, and a comprehensive visual management interface.
    41

  • Graphiti MCP Pro

    lanru
    -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enhanced memory repository MCP service that enables building and querying temporally-aware knowledge graphs from user interactions and enterprise data. Features asynchronous processing, task management tools, multi-model compatibility, and a comprehensive visual management interface.

  • postgres-mcp-full-access

    BrassaiKao
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to execute any SQL command (including DDL/DML) on a PostgreSQL database with zero restrictions, allowing full database control and dynamic database switching.
    1

  • mcp-postgres

    Filipescordeiro2
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tables, and indexes with read-only safety by default. Supports optional write operations and works with Claude, LangChain, and other agents via stdio or HTTP transports.

  • postgres-mcp-server

    anilsrml
    F
    license
    Not graded
    quality
    D
    maintenance
    Acts as a secure bridge connecting PostgreSQL databases to AI models, enabling natural language querying, schema analysis, and controlled write operations with multi-layer security.

  • Gemini Search MCP

    kidapu
    A
    license
    B
    quality
    D
    maintenance
    Enables AI-powered web searches using Google's Gemini 2.5 models with Google Search Grounding. Supports multiple Gemini models (Flash, Flash-Lite, Pro) with configurable thinking budget and web search capabilities.
    1
    9
    2
    MIT

  • MCP Server Gemini

    gurveeer
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.
    6
    178
    14
    MIT

  • Perplexity Web MCP

    jacob-bd
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, Claude 4.6 Opus, Gemini 3.1 Pro, etc.) via MCP tools, CLI, or API, with support for deep research, model council, and multi-turn conversations.
    30
    173
    MIT

  • willow-mcp

    willow-memory
    A
    license
    C
    quality
    A
    maintenance
    An agent-neutral MCP server providing SQLite key/value storage, Postgres knowledge base, and Kart task queue functionality. Features SAP/1.0 authorization on every tool call for secure multi-application access.
    134
    2
    Apache 2.0

  • memory-mcp

    MateoGuerreroE
    A
    license
    Not graded
    quality
    B
    maintenance
    Local-first MCP server for long-term memory of dev sessions. It indexes session metadata with embeddings in Postgres/pgvector, enables semantic search over past sessions, and resolves only relevant session files for context.
    26
    MIT