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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
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    quality
    A
    maintenance
    A dual-transport MCP server enabling anonymous free web search via Parallel (default) or Exa (backup), with no API keys or DSH dependency, for Claude Code, Codex, and any MCP client.
    95 npm
    8
    MIT
  • A
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    quality
    A
    maintenance
    Enables AI agents to delegate simple text subtasks such as summarising, translating, classifying, extracting, and reformatting to free web AIs through the user's own Edge/Chrome browser, returning only plain-text answers to save the main model's context and tokens.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    This MCP server enables free web search and page content extraction using real browsers, with support for multiple search engines and stealth browser backends. It provides tools for searching, fetching pages, and setting up the Camoufox stealth browser.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables any MCP client to run keyless multi-engine web searches with RRF fusion, fetch pages and documents as Markdown, and full-text search a local SQLite index. It keeps queries and cached content on the user's machine, degrading gracefully across engine tiers when providers are blocked or rate-limited.
    8
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to perform free web search and read web pages as markdown without paid APIs, Docker, or a background service, by querying multiple free search engines in parallel with optional fallbacks and extracting clean page content. Also supports fetching a site's llms.txt documentation files.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that lets AI agents read and manage Telegram Ads campaigns, including listing accounts and ads, reading stats and budgets, and creating/updating ads, CPM, status, and budget by driving the real ads.telegram.org web UI through Playwright with a reused cookie-based login session.
    11
    1
    MIT
  • F
    license
    C
    quality
    F
    maintenance
    Enables comprehensive browser automation through Browserless.io including PDF generation, screenshots, content extraction, performance audits, and web scraping with anti-detection capabilities. Provides a complete interface to browser automation tasks through natural language interactions.
    15
    14
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  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI tools to perform real-time Google Search with grounded answers and inline citations, free with a Google account.
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Free web search and page fetching for AI agents. No account or API key required. Connect to https://search.parallel.ai/mcp over Streamable HTTP. Tools: web_search and web_fetch. Free-tier rate limits apply.
    21
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables web search capabilities using DuckDuckGo's free API without requiring authentication or API keys.
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