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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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  • F
    license
    A
    quality
    B
    maintenance
    Provides a web search tool with citations by running Claude Code CLI in an isolated Docker container, enabling search even in environments without direct Anthropic web search support.
    1
    -
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides AI agents with a full Ubuntu desktop environment inside Docker, enabling them to perform complex computer tasks like browsing, coding, testing, and GUI automation.
    36
    10
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI coding assistants to control a persistent Chrome browser through DevTools Protocol. Supports web navigation, screenshots, element interaction, mobile testing, console logs, and network debugging in a stable Docker environment.
    10
    8
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Let ChatGPT or Codex research X (Twitter) through an existing account: search Top and Latest, follow threads, compare feeds, find accounts, and link posts. Read-only, local Docker service.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to create isolated Docker runtimes, execute commands, manage workspace files, drive a headed browser, and retrieve artifacts through eight semantic MCP tools, with progressive capability discovery and explicit sandbox lifecycle.
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables Model Context Protocol tools for automating web browsers and Electron desktop applications using Playwright's accessibility tree snapshots. It supports window management and JavaScript execution in the main process, providing deterministic automation through structured data.
    208 npm
    17
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Pith is an MCP server that enables LLM agents to scrape web pages to clean markdown, perform multi-page crawls, structured extraction with verifiable citations, and web search.
    0
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides web search and readable page extraction tools via MCP, using SearXNG metasearch and SmartReader content extraction, with Docker support for local deployment.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an LLM to fetch JavaScript-rendered webpages and receive token-efficient Markdown extracted from the main content, with an optional selector wait for client-side hydration and a fallback to raw HTML. Runs as a standalone Python tool or in an isolated Docker container.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Deterministic execution engine for AI agents. 412 modules across 78 categories including browser automation, file I/O, Docker, data parsing, crypto, and scheduling. Supports STDIO and Streamable HTTP transport with execution trace, evidence snapshots, and replay from any step.
    760 PyPI
    484
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides browser automation and DevTools capabilities via Puppeteer, with Docker support for consistent environments.
    2,710 npm
    MIT