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20 Best PostgreSQL MCP Servers: compared and ranked, October 2026Ranked from 1,324 matching servers on stars, growth, downloads and maintenance. Updated .

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    A Postgres MCP server with index tuning, explain plans, health checks, and safe SQL execution for AI agents.
    9
    MIT
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    Postgres Pro is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the entire development process—from initial coding, through testing and deployment, and to production tuning and maintenance.
    9
    3,362
    MIT
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    Enables Codex to rank available tools and skills, rerank code and documentation search results, and triage saved output artifacts using Jev-based relevance scoring while leaving final decisions to Codex.
    1
    6
    MIT
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    Enables AI assistants to run SQL queries against PostgreSQL databases through the psql CLI, with support for multiple configured databases and enforced read-only guarantees.
    4
    MIT
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    Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.
    6
    8
    MIT
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    MCP server for PostgreSQL that enables safe read-only database queries, table schema inspection, and query execution planning.
    6
    31 npm
    BSD 3-Clause
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    Local MCP server for safe querying and inspecting PostgreSQL databases, with write and maintenance operations disabled by default.
    8
    31 npm
    1
    ISC
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    Query and manage PostgreSQL databases from Claude Code, Cursor, and any MCP client, with read-only by default and built-in schema introspection, EXPLAIN, and performance diagnostics.
    23
    4,917 npm
    6
    MIT
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    A Python MCP server that generates complete Vue 3 CRUD structures with Composition API, including components, services, stores, and routes.
    1
    MIT
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    Enables read-only exploration of PostgreSQL databases, allowing schema inspection and safe SELECT queries without data mutation.
    8
    Apache 2.0
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    A production-grade MCP server providing a persistent Python REPL with multi-session support, sandboxing, and timeout protection, enabling LLM agents to execute Python code across multiple turns with variables that persist between calls.
    12
    35 PyPI
    1
    MIT
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    Enables MCP clients to open websites, capture screenshots at multiple breakpoints, and run automated design audits for issues like overflow, small tap targets, low contrast, missing alt text, tiny text, and clipped content.
    9
    1
    MIT